xcx0902 commited on
Commit
00fcad7
·
verified ·
1 Parent(s): bdb6ed7

Upload folder using huggingface_hub

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. checkpoints/checkpoint-1000/config.json +4 -4
  2. checkpoints/checkpoint-1000/model.safetensors +2 -2
  3. checkpoints/checkpoint-1000/optimizer.pt +2 -2
  4. checkpoints/checkpoint-1000/rng_state.pth +1 -1
  5. checkpoints/checkpoint-1000/trainer_state.json +41 -41
  6. checkpoints/checkpoint-1000/training_args.bin +1 -1
  7. checkpoints/checkpoint-1500/config.json +4 -4
  8. checkpoints/checkpoint-1500/model.safetensors +2 -2
  9. checkpoints/checkpoint-1500/optimizer.pt +2 -2
  10. checkpoints/checkpoint-1500/rng_state.pth +1 -1
  11. checkpoints/checkpoint-1500/trainer_state.json +61 -61
  12. checkpoints/checkpoint-1500/training_args.bin +1 -1
  13. checkpoints/checkpoint-2000/config.json +4 -4
  14. checkpoints/checkpoint-2000/model.safetensors +2 -2
  15. checkpoints/checkpoint-2000/optimizer.pt +2 -2
  16. checkpoints/checkpoint-2000/rng_state.pth +1 -1
  17. checkpoints/checkpoint-2000/trainer_state.json +81 -81
  18. checkpoints/checkpoint-2000/training_args.bin +1 -1
  19. checkpoints/checkpoint-2500/config.json +4 -4
  20. checkpoints/checkpoint-2500/model.safetensors +2 -2
  21. checkpoints/checkpoint-2500/optimizer.pt +2 -2
  22. checkpoints/checkpoint-2500/rng_state.pth +1 -1
  23. checkpoints/checkpoint-2500/trainer_state.json +101 -101
  24. checkpoints/checkpoint-2500/training_args.bin +1 -1
  25. checkpoints/checkpoint-3000/config.json +4 -4
  26. checkpoints/checkpoint-3000/model.safetensors +2 -2
  27. checkpoints/checkpoint-3000/optimizer.pt +2 -2
  28. checkpoints/checkpoint-3000/rng_state.pth +1 -1
  29. checkpoints/checkpoint-3000/trainer_state.json +121 -121
  30. checkpoints/checkpoint-3000/training_args.bin +1 -1
  31. checkpoints/checkpoint-3500/config.json +4 -4
  32. checkpoints/checkpoint-3500/model.safetensors +2 -2
  33. checkpoints/checkpoint-3500/optimizer.pt +2 -2
  34. checkpoints/checkpoint-3500/rng_state.pth +1 -1
  35. checkpoints/checkpoint-3500/trainer_state.json +141 -141
  36. checkpoints/checkpoint-3500/training_args.bin +1 -1
  37. checkpoints/checkpoint-4000/config.json +4 -4
  38. checkpoints/checkpoint-4000/model.safetensors +2 -2
  39. checkpoints/checkpoint-4000/optimizer.pt +2 -2
  40. checkpoints/checkpoint-4000/rng_state.pth +1 -1
  41. checkpoints/checkpoint-4000/trainer_state.json +161 -161
  42. checkpoints/checkpoint-4000/training_args.bin +1 -1
  43. checkpoints/checkpoint-4500/config.json +4 -4
  44. checkpoints/checkpoint-4500/model.safetensors +2 -2
  45. checkpoints/checkpoint-4500/optimizer.pt +2 -2
  46. checkpoints/checkpoint-4500/rng_state.pth +1 -1
  47. checkpoints/checkpoint-4500/trainer_state.json +181 -181
  48. checkpoints/checkpoint-4500/training_args.bin +1 -1
  49. checkpoints/checkpoint-500/config.json +4 -4
  50. checkpoints/checkpoint-500/model.safetensors +2 -2
checkpoints/checkpoint-1000/config.json CHANGED
@@ -10,12 +10,12 @@
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
- "n_ctx": 1024,
14
- "n_embd": 768,
15
  "n_head": 2,
16
  "n_inner": null,
17
- "n_layer": 6,
18
- "n_positions": 1024,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
 
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
+ "n_ctx": 2048,
14
+ "n_embd": 1024,
15
  "n_head": 2,
16
  "n_inner": null,
17
+ "n_layer": 12,
18
+ "n_positions": 2048,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
checkpoints/checkpoint-1000/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c5ae997f2cf9eadb57922b94260884615421d73c0edf124fcadd583baa9960a6
3
- size 176343496
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ecddd7806bbce858d7a9c8f4a49aa06b7376eafb0955ae9642f0388121a2a689
3
+ size 617130824
checkpoints/checkpoint-1000/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b82b36c45fe5fc732e4631b0473258f619c92959baa3cbb2820eb493ff496b54
3
- size 352735610
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:05384fd919d4331c4f62eb3e56ba3d26561bf6ef9ab915ef8c1ddcd165540b84
3
+ size 1234355130
checkpoints/checkpoint-1000/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b9fa03700ce614a8ccdcabc508ac1a77d109fb25e54d40dd1186c765609ba983
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3404e1aa2fa72c55a7ea6b1c303c4b57bf41922fdf8d7c880092c6ac1ab5b6b9
3
  size 14244
checkpoints/checkpoint-1000/trainer_state.json CHANGED
@@ -11,142 +11,142 @@
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
- "grad_norm": 2.239194869995117,
15
  "learning_rate": 4.960355987055016e-05,
16
- "loss": 6.099,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
- "grad_norm": 3.8653194904327393,
22
  "learning_rate": 4.9199029126213595e-05,
23
- "loss": 5.6954,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
- "grad_norm": 4.652886867523193,
29
  "learning_rate": 4.879449838187702e-05,
30
- "loss": 5.3598,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
- "grad_norm": 5.048999309539795,
36
  "learning_rate": 4.8389967637540455e-05,
37
- "loss": 5.0982,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
- "grad_norm": 5.21944522857666,
43
  "learning_rate": 4.798543689320388e-05,
44
- "loss": 4.7456,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
- "grad_norm": 5.471007347106934,
50
  "learning_rate": 4.7580906148867315e-05,
51
- "loss": 4.6254,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
- "grad_norm": 5.345245838165283,
57
  "learning_rate": 4.717637540453075e-05,
58
- "loss": 4.5216,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
- "grad_norm": 5.54531192779541,
64
  "learning_rate": 4.6771844660194174e-05,
65
- "loss": 4.4353,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
- "grad_norm": 5.244582176208496,
71
  "learning_rate": 4.636731391585761e-05,
72
- "loss": 4.2444,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
- "grad_norm": 5.338261127471924,
78
  "learning_rate": 4.596278317152104e-05,
79
- "loss": 4.1915,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
- "grad_norm": 5.35228157043457,
85
  "learning_rate": 4.555825242718447e-05,
86
- "loss": 4.1612,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
- "grad_norm": 5.287161827087402,
92
  "learning_rate": 4.51537216828479e-05,
93
- "loss": 4.1322,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
- "grad_norm": 5.2932209968566895,
99
  "learning_rate": 4.4749190938511334e-05,
100
- "loss": 3.9684,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
- "grad_norm": 5.4360833168029785,
106
  "learning_rate": 4.434466019417476e-05,
107
- "loss": 3.8933,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
- "grad_norm": 5.5595221519470215,
113
  "learning_rate": 4.3940129449838194e-05,
114
- "loss": 3.9306,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
- "grad_norm": 5.540086269378662,
120
  "learning_rate": 4.353559870550162e-05,
121
- "loss": 3.9317,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
- "grad_norm": 5.567137718200684,
127
  "learning_rate": 4.313106796116505e-05,
128
- "loss": 3.8135,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
- "grad_norm": 6.00346040725708,
134
  "learning_rate": 4.272653721682848e-05,
135
- "loss": 3.6924,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
- "grad_norm": 5.635782718658447,
141
  "learning_rate": 4.232200647249191e-05,
142
- "loss": 3.7304,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
- "grad_norm": 5.9545440673828125,
148
  "learning_rate": 4.191747572815534e-05,
149
- "loss": 3.7471,
150
  "step": 1000
151
  }
152
  ],
@@ -167,7 +167,7 @@
167
  "attributes": {}
168
  }
169
  },
170
- "total_flos": 130648375296000.0,
171
  "train_batch_size": 4,
172
  "trial_name": null,
173
  "trial_params": null
 
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
+ "grad_norm": 2.8362834453582764,
15
  "learning_rate": 4.960355987055016e-05,
16
+ "loss": 6.0742,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
+ "grad_norm": 2.9484496116638184,
22
  "learning_rate": 4.9199029126213595e-05,
23
+ "loss": 5.7218,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
+ "grad_norm": 3.542572259902954,
29
  "learning_rate": 4.879449838187702e-05,
30
+ "loss": 5.4227,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
+ "grad_norm": 4.634098052978516,
36
  "learning_rate": 4.8389967637540455e-05,
37
+ "loss": 5.1655,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
+ "grad_norm": 5.699330806732178,
43
  "learning_rate": 4.798543689320388e-05,
44
+ "loss": 4.8009,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
+ "grad_norm": 5.711933135986328,
50
  "learning_rate": 4.7580906148867315e-05,
51
+ "loss": 4.607,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
+ "grad_norm": 5.113691806793213,
57
  "learning_rate": 4.717637540453075e-05,
58
+ "loss": 4.462,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
+ "grad_norm": 5.632521152496338,
64
  "learning_rate": 4.6771844660194174e-05,
65
+ "loss": 4.3695,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
+ "grad_norm": 5.428906440734863,
71
  "learning_rate": 4.636731391585761e-05,
72
+ "loss": 4.1549,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
+ "grad_norm": 5.037013530731201,
78
  "learning_rate": 4.596278317152104e-05,
79
+ "loss": 4.0921,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
+ "grad_norm": 5.231846809387207,
85
  "learning_rate": 4.555825242718447e-05,
86
+ "loss": 4.0662,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
+ "grad_norm": 5.506278038024902,
92
  "learning_rate": 4.51537216828479e-05,
93
+ "loss": 4.0403,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
+ "grad_norm": 5.410216331481934,
99
  "learning_rate": 4.4749190938511334e-05,
100
+ "loss": 3.8375,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
+ "grad_norm": 5.637699127197266,
106
  "learning_rate": 4.434466019417476e-05,
107
+ "loss": 3.7473,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
+ "grad_norm": 5.575273513793945,
113
  "learning_rate": 4.3940129449838194e-05,
114
+ "loss": 3.7835,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
+ "grad_norm": 5.737198352813721,
120
  "learning_rate": 4.353559870550162e-05,
121
+ "loss": 3.7919,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
+ "grad_norm": 5.645532608032227,
127
  "learning_rate": 4.313106796116505e-05,
128
+ "loss": 3.6425,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
+ "grad_norm": 6.308927059173584,
134
  "learning_rate": 4.272653721682848e-05,
135
+ "loss": 3.4785,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
+ "grad_norm": 5.863094329833984,
141
  "learning_rate": 4.232200647249191e-05,
142
+ "loss": 3.5268,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
+ "grad_norm": 6.120258331298828,
148
  "learning_rate": 4.191747572815534e-05,
149
+ "loss": 3.5296,
150
  "step": 1000
151
  }
152
  ],
 
167
  "attributes": {}
168
  }
169
  },
170
+ "total_flos": 464353492992000.0,
171
  "train_batch_size": 4,
172
  "trial_name": null,
173
  "trial_params": null
checkpoints/checkpoint-1000/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7935e3b7629485cf26f624afe618b58a390d4c3c9c6dcf878b3ba9099ef1027b
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5c04ce53d557cd762ff77607aaadbd1248aaa177697662d9a21b90d444993b7
3
  size 5304
checkpoints/checkpoint-1500/config.json CHANGED
@@ -10,12 +10,12 @@
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
- "n_ctx": 1024,
14
- "n_embd": 768,
15
  "n_head": 2,
16
  "n_inner": null,
17
- "n_layer": 6,
18
- "n_positions": 1024,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
 
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
+ "n_ctx": 2048,
14
+ "n_embd": 1024,
15
  "n_head": 2,
16
  "n_inner": null,
17
+ "n_layer": 12,
18
+ "n_positions": 2048,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
checkpoints/checkpoint-1500/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:be299c4059db11d4c5f71f16a3deddb85120abd5b479bf8e8320316f7aae7e16
3
- size 176343496
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3e9d84a36c4519bf72764d9744d791a4693b054535689bf3648c7d0833ae5356
3
+ size 617130824
checkpoints/checkpoint-1500/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:295f43bb7dbf683a742daa0d0fbb0499cfe10fbb60f183a5953d842c37ce5de5
3
- size 352735610
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e76d49ca329f71b0d0da9d3ae2c4624ac37ed78688ebf52ff5dee93474eb6e7b
3
+ size 1234355130
checkpoints/checkpoint-1500/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:73893aa1beb4ff8ac42b526195db283c1ce3c2d78f82fa2ddd5a616c21116d1f
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4f95e2cc3df656ac2c5f1f4c905d818b69371ad7deb474b77aec082625d08cce
3
  size 14244
checkpoints/checkpoint-1500/trainer_state.json CHANGED
@@ -11,212 +11,212 @@
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
- "grad_norm": 2.239194869995117,
15
  "learning_rate": 4.960355987055016e-05,
16
- "loss": 6.099,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
- "grad_norm": 3.8653194904327393,
22
  "learning_rate": 4.9199029126213595e-05,
23
- "loss": 5.6954,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
- "grad_norm": 4.652886867523193,
29
  "learning_rate": 4.879449838187702e-05,
30
- "loss": 5.3598,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
- "grad_norm": 5.048999309539795,
36
  "learning_rate": 4.8389967637540455e-05,
37
- "loss": 5.0982,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
- "grad_norm": 5.21944522857666,
43
  "learning_rate": 4.798543689320388e-05,
44
- "loss": 4.7456,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
- "grad_norm": 5.471007347106934,
50
  "learning_rate": 4.7580906148867315e-05,
51
- "loss": 4.6254,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
- "grad_norm": 5.345245838165283,
57
  "learning_rate": 4.717637540453075e-05,
58
- "loss": 4.5216,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
- "grad_norm": 5.54531192779541,
64
  "learning_rate": 4.6771844660194174e-05,
65
- "loss": 4.4353,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
- "grad_norm": 5.244582176208496,
71
  "learning_rate": 4.636731391585761e-05,
72
- "loss": 4.2444,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
- "grad_norm": 5.338261127471924,
78
  "learning_rate": 4.596278317152104e-05,
79
- "loss": 4.1915,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
- "grad_norm": 5.35228157043457,
85
  "learning_rate": 4.555825242718447e-05,
86
- "loss": 4.1612,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
- "grad_norm": 5.287161827087402,
92
  "learning_rate": 4.51537216828479e-05,
93
- "loss": 4.1322,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
- "grad_norm": 5.2932209968566895,
99
  "learning_rate": 4.4749190938511334e-05,
100
- "loss": 3.9684,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
- "grad_norm": 5.4360833168029785,
106
  "learning_rate": 4.434466019417476e-05,
107
- "loss": 3.8933,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
- "grad_norm": 5.5595221519470215,
113
  "learning_rate": 4.3940129449838194e-05,
114
- "loss": 3.9306,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
- "grad_norm": 5.540086269378662,
120
  "learning_rate": 4.353559870550162e-05,
121
- "loss": 3.9317,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
- "grad_norm": 5.567137718200684,
127
  "learning_rate": 4.313106796116505e-05,
128
- "loss": 3.8135,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
- "grad_norm": 6.00346040725708,
134
  "learning_rate": 4.272653721682848e-05,
135
- "loss": 3.6924,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
- "grad_norm": 5.635782718658447,
141
  "learning_rate": 4.232200647249191e-05,
142
- "loss": 3.7304,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
- "grad_norm": 5.9545440673828125,
148
  "learning_rate": 4.191747572815534e-05,
149
- "loss": 3.7471,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
- "grad_norm": 5.696166038513184,
155
  "learning_rate": 4.1512944983818774e-05,
156
- "loss": 3.6287,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
- "grad_norm": 5.844620704650879,
162
  "learning_rate": 4.11084142394822e-05,
163
- "loss": 3.5299,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
- "grad_norm": 6.373577117919922,
169
  "learning_rate": 4.0703883495145634e-05,
170
- "loss": 3.5285,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
- "grad_norm": 6.488651275634766,
176
  "learning_rate": 4.029935275080906e-05,
177
- "loss": 3.5789,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
- "grad_norm": 6.170980930328369,
183
  "learning_rate": 3.9894822006472494e-05,
184
- "loss": 3.494,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
- "grad_norm": 6.387782573699951,
190
  "learning_rate": 3.949029126213593e-05,
191
- "loss": 3.353,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
- "grad_norm": 6.718175888061523,
197
  "learning_rate": 3.9085760517799354e-05,
198
- "loss": 3.3521,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
- "grad_norm": 6.7870025634765625,
204
  "learning_rate": 3.868122977346279e-05,
205
- "loss": 3.3658,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
- "grad_norm": 6.513721466064453,
211
  "learning_rate": 3.827669902912622e-05,
212
- "loss": 3.3301,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
- "grad_norm": 7.0680036544799805,
218
  "learning_rate": 3.787216828478965e-05,
219
- "loss": 3.1289,
220
  "step": 1500
221
  }
222
  ],
@@ -237,7 +237,7 @@
237
  "attributes": {}
238
  }
239
  },
240
- "total_flos": 195972562944000.0,
241
  "train_batch_size": 4,
242
  "trial_name": null,
243
  "trial_params": null
 
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
+ "grad_norm": 2.8362834453582764,
15
  "learning_rate": 4.960355987055016e-05,
16
+ "loss": 6.0742,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
+ "grad_norm": 2.9484496116638184,
22
  "learning_rate": 4.9199029126213595e-05,
23
+ "loss": 5.7218,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
+ "grad_norm": 3.542572259902954,
29
  "learning_rate": 4.879449838187702e-05,
30
+ "loss": 5.4227,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
+ "grad_norm": 4.634098052978516,
36
  "learning_rate": 4.8389967637540455e-05,
37
+ "loss": 5.1655,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
+ "grad_norm": 5.699330806732178,
43
  "learning_rate": 4.798543689320388e-05,
44
+ "loss": 4.8009,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
+ "grad_norm": 5.711933135986328,
50
  "learning_rate": 4.7580906148867315e-05,
51
+ "loss": 4.607,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
+ "grad_norm": 5.113691806793213,
57
  "learning_rate": 4.717637540453075e-05,
58
+ "loss": 4.462,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
+ "grad_norm": 5.632521152496338,
64
  "learning_rate": 4.6771844660194174e-05,
65
+ "loss": 4.3695,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
+ "grad_norm": 5.428906440734863,
71
  "learning_rate": 4.636731391585761e-05,
72
+ "loss": 4.1549,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
+ "grad_norm": 5.037013530731201,
78
  "learning_rate": 4.596278317152104e-05,
79
+ "loss": 4.0921,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
+ "grad_norm": 5.231846809387207,
85
  "learning_rate": 4.555825242718447e-05,
86
+ "loss": 4.0662,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
+ "grad_norm": 5.506278038024902,
92
  "learning_rate": 4.51537216828479e-05,
93
+ "loss": 4.0403,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
+ "grad_norm": 5.410216331481934,
99
  "learning_rate": 4.4749190938511334e-05,
100
+ "loss": 3.8375,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
+ "grad_norm": 5.637699127197266,
106
  "learning_rate": 4.434466019417476e-05,
107
+ "loss": 3.7473,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
+ "grad_norm": 5.575273513793945,
113
  "learning_rate": 4.3940129449838194e-05,
114
+ "loss": 3.7835,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
+ "grad_norm": 5.737198352813721,
120
  "learning_rate": 4.353559870550162e-05,
121
+ "loss": 3.7919,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
+ "grad_norm": 5.645532608032227,
127
  "learning_rate": 4.313106796116505e-05,
128
+ "loss": 3.6425,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
+ "grad_norm": 6.308927059173584,
134
  "learning_rate": 4.272653721682848e-05,
135
+ "loss": 3.4785,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
+ "grad_norm": 5.863094329833984,
141
  "learning_rate": 4.232200647249191e-05,
142
+ "loss": 3.5268,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
+ "grad_norm": 6.120258331298828,
148
  "learning_rate": 4.191747572815534e-05,
149
+ "loss": 3.5296,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
+ "grad_norm": 6.231515884399414,
155
  "learning_rate": 4.1512944983818774e-05,
156
+ "loss": 3.3802,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
+ "grad_norm": 6.211188316345215,
162
  "learning_rate": 4.11084142394822e-05,
163
+ "loss": 3.2148,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
+ "grad_norm": 6.8676934242248535,
169
  "learning_rate": 4.0703883495145634e-05,
170
+ "loss": 3.2111,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
+ "grad_norm": 6.851133346557617,
176
  "learning_rate": 4.029935275080906e-05,
177
+ "loss": 3.2771,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
+ "grad_norm": 6.708765506744385,
183
  "learning_rate": 3.9894822006472494e-05,
184
+ "loss": 3.1587,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
+ "grad_norm": 7.136553764343262,
190
  "learning_rate": 3.949029126213593e-05,
191
+ "loss": 2.9192,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
+ "grad_norm": 7.370823383331299,
197
  "learning_rate": 3.9085760517799354e-05,
198
+ "loss": 2.922,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
+ "grad_norm": 7.630361557006836,
204
  "learning_rate": 3.868122977346279e-05,
205
+ "loss": 2.9417,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
+ "grad_norm": 7.765511989593506,
211
  "learning_rate": 3.827669902912622e-05,
212
+ "loss": 2.8669,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
+ "grad_norm": 7.85439920425415,
218
  "learning_rate": 3.787216828478965e-05,
219
+ "loss": 2.5412,
220
  "step": 1500
221
  }
222
  ],
 
237
  "attributes": {}
238
  }
239
  },
240
+ "total_flos": 696530239488000.0,
241
  "train_batch_size": 4,
242
  "trial_name": null,
243
  "trial_params": null
checkpoints/checkpoint-1500/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7935e3b7629485cf26f624afe618b58a390d4c3c9c6dcf878b3ba9099ef1027b
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5c04ce53d557cd762ff77607aaadbd1248aaa177697662d9a21b90d444993b7
3
  size 5304
checkpoints/checkpoint-2000/config.json CHANGED
@@ -10,12 +10,12 @@
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
- "n_ctx": 1024,
14
- "n_embd": 768,
15
  "n_head": 2,
16
  "n_inner": null,
17
- "n_layer": 6,
18
- "n_positions": 1024,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
 
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
+ "n_ctx": 2048,
14
+ "n_embd": 1024,
15
  "n_head": 2,
16
  "n_inner": null,
17
+ "n_layer": 12,
18
+ "n_positions": 2048,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
checkpoints/checkpoint-2000/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:31f153b730bb5ccd728c40ab63c17b596f9e9ae82c15275165a9eeb69cc79bf0
3
- size 176343496
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3139c52e149dceb7821da5478bb894919e6cc2a81a11d980add682dc884a5b76
3
+ size 617130824
checkpoints/checkpoint-2000/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7d2690494d465e208982d5145f8448519f3fe6f6f92a6f6306bf06891d5d5b7c
3
- size 352735610
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a5931b4e56f412f06449e4f288e088bb30ed3fc4bf706aa5894a87df734d5d19
3
+ size 1234355130
checkpoints/checkpoint-2000/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fa303010c68e2e269cd4bbfa77fb0543382a871099f691fddfc6344963ce0793
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ace39524c0ea246b461dfdc96e06376945ad766256fe88d13b43d6b4c7c3988e
3
  size 14244
checkpoints/checkpoint-2000/trainer_state.json CHANGED
@@ -11,282 +11,282 @@
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
- "grad_norm": 2.239194869995117,
15
  "learning_rate": 4.960355987055016e-05,
16
- "loss": 6.099,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
- "grad_norm": 3.8653194904327393,
22
  "learning_rate": 4.9199029126213595e-05,
23
- "loss": 5.6954,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
- "grad_norm": 4.652886867523193,
29
  "learning_rate": 4.879449838187702e-05,
30
- "loss": 5.3598,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
- "grad_norm": 5.048999309539795,
36
  "learning_rate": 4.8389967637540455e-05,
37
- "loss": 5.0982,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
- "grad_norm": 5.21944522857666,
43
  "learning_rate": 4.798543689320388e-05,
44
- "loss": 4.7456,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
- "grad_norm": 5.471007347106934,
50
  "learning_rate": 4.7580906148867315e-05,
51
- "loss": 4.6254,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
- "grad_norm": 5.345245838165283,
57
  "learning_rate": 4.717637540453075e-05,
58
- "loss": 4.5216,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
- "grad_norm": 5.54531192779541,
64
  "learning_rate": 4.6771844660194174e-05,
65
- "loss": 4.4353,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
- "grad_norm": 5.244582176208496,
71
  "learning_rate": 4.636731391585761e-05,
72
- "loss": 4.2444,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
- "grad_norm": 5.338261127471924,
78
  "learning_rate": 4.596278317152104e-05,
79
- "loss": 4.1915,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
- "grad_norm": 5.35228157043457,
85
  "learning_rate": 4.555825242718447e-05,
86
- "loss": 4.1612,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
- "grad_norm": 5.287161827087402,
92
  "learning_rate": 4.51537216828479e-05,
93
- "loss": 4.1322,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
- "grad_norm": 5.2932209968566895,
99
  "learning_rate": 4.4749190938511334e-05,
100
- "loss": 3.9684,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
- "grad_norm": 5.4360833168029785,
106
  "learning_rate": 4.434466019417476e-05,
107
- "loss": 3.8933,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
- "grad_norm": 5.5595221519470215,
113
  "learning_rate": 4.3940129449838194e-05,
114
- "loss": 3.9306,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
- "grad_norm": 5.540086269378662,
120
  "learning_rate": 4.353559870550162e-05,
121
- "loss": 3.9317,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
- "grad_norm": 5.567137718200684,
127
  "learning_rate": 4.313106796116505e-05,
128
- "loss": 3.8135,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
- "grad_norm": 6.00346040725708,
134
  "learning_rate": 4.272653721682848e-05,
135
- "loss": 3.6924,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
- "grad_norm": 5.635782718658447,
141
  "learning_rate": 4.232200647249191e-05,
142
- "loss": 3.7304,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
- "grad_norm": 5.9545440673828125,
148
  "learning_rate": 4.191747572815534e-05,
149
- "loss": 3.7471,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
- "grad_norm": 5.696166038513184,
155
  "learning_rate": 4.1512944983818774e-05,
156
- "loss": 3.6287,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
- "grad_norm": 5.844620704650879,
162
  "learning_rate": 4.11084142394822e-05,
163
- "loss": 3.5299,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
- "grad_norm": 6.373577117919922,
169
  "learning_rate": 4.0703883495145634e-05,
170
- "loss": 3.5285,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
- "grad_norm": 6.488651275634766,
176
  "learning_rate": 4.029935275080906e-05,
177
- "loss": 3.5789,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
- "grad_norm": 6.170980930328369,
183
  "learning_rate": 3.9894822006472494e-05,
184
- "loss": 3.494,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
- "grad_norm": 6.387782573699951,
190
  "learning_rate": 3.949029126213593e-05,
191
- "loss": 3.353,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
- "grad_norm": 6.718175888061523,
197
  "learning_rate": 3.9085760517799354e-05,
198
- "loss": 3.3521,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
- "grad_norm": 6.7870025634765625,
204
  "learning_rate": 3.868122977346279e-05,
205
- "loss": 3.3658,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
- "grad_norm": 6.513721466064453,
211
  "learning_rate": 3.827669902912622e-05,
212
- "loss": 3.3301,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
- "grad_norm": 7.0680036544799805,
218
  "learning_rate": 3.787216828478965e-05,
219
- "loss": 3.1289,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
- "grad_norm": 7.019896507263184,
225
  "learning_rate": 3.746763754045307e-05,
226
- "loss": 3.1878,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
- "grad_norm": 7.3232197761535645,
232
  "learning_rate": 3.7063106796116507e-05,
233
- "loss": 3.2006,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
- "grad_norm": 7.003912925720215,
239
  "learning_rate": 3.665857605177993e-05,
240
- "loss": 3.1737,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
- "grad_norm": 7.592433929443359,
246
  "learning_rate": 3.6254045307443366e-05,
247
- "loss": 2.9258,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
- "grad_norm": 7.629278182983398,
253
  "learning_rate": 3.584951456310679e-05,
254
- "loss": 2.9999,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
- "grad_norm": 8.137636184692383,
260
  "learning_rate": 3.5444983818770226e-05,
261
- "loss": 3.0155,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
- "grad_norm": 7.967227935791016,
267
  "learning_rate": 3.504045307443366e-05,
268
- "loss": 2.9945,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
- "grad_norm": 7.9910078048706055,
274
  "learning_rate": 3.4635922330097086e-05,
275
- "loss": 2.7456,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
- "grad_norm": 8.552720069885254,
281
  "learning_rate": 3.423139158576052e-05,
282
- "loss": 2.8071,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
- "grad_norm": 8.336930274963379,
288
  "learning_rate": 3.382686084142395e-05,
289
- "loss": 2.8117,
290
  "step": 2000
291
  }
292
  ],
@@ -307,7 +307,7 @@
307
  "attributes": {}
308
  }
309
  },
310
- "total_flos": 261296750592000.0,
311
  "train_batch_size": 4,
312
  "trial_name": null,
313
  "trial_params": null
 
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
+ "grad_norm": 2.8362834453582764,
15
  "learning_rate": 4.960355987055016e-05,
16
+ "loss": 6.0742,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
+ "grad_norm": 2.9484496116638184,
22
  "learning_rate": 4.9199029126213595e-05,
23
+ "loss": 5.7218,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
+ "grad_norm": 3.542572259902954,
29
  "learning_rate": 4.879449838187702e-05,
30
+ "loss": 5.4227,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
+ "grad_norm": 4.634098052978516,
36
  "learning_rate": 4.8389967637540455e-05,
37
+ "loss": 5.1655,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
+ "grad_norm": 5.699330806732178,
43
  "learning_rate": 4.798543689320388e-05,
44
+ "loss": 4.8009,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
+ "grad_norm": 5.711933135986328,
50
  "learning_rate": 4.7580906148867315e-05,
51
+ "loss": 4.607,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
+ "grad_norm": 5.113691806793213,
57
  "learning_rate": 4.717637540453075e-05,
58
+ "loss": 4.462,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
+ "grad_norm": 5.632521152496338,
64
  "learning_rate": 4.6771844660194174e-05,
65
+ "loss": 4.3695,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
+ "grad_norm": 5.428906440734863,
71
  "learning_rate": 4.636731391585761e-05,
72
+ "loss": 4.1549,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
+ "grad_norm": 5.037013530731201,
78
  "learning_rate": 4.596278317152104e-05,
79
+ "loss": 4.0921,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
+ "grad_norm": 5.231846809387207,
85
  "learning_rate": 4.555825242718447e-05,
86
+ "loss": 4.0662,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
+ "grad_norm": 5.506278038024902,
92
  "learning_rate": 4.51537216828479e-05,
93
+ "loss": 4.0403,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
+ "grad_norm": 5.410216331481934,
99
  "learning_rate": 4.4749190938511334e-05,
100
+ "loss": 3.8375,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
+ "grad_norm": 5.637699127197266,
106
  "learning_rate": 4.434466019417476e-05,
107
+ "loss": 3.7473,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
+ "grad_norm": 5.575273513793945,
113
  "learning_rate": 4.3940129449838194e-05,
114
+ "loss": 3.7835,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
+ "grad_norm": 5.737198352813721,
120
  "learning_rate": 4.353559870550162e-05,
121
+ "loss": 3.7919,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
+ "grad_norm": 5.645532608032227,
127
  "learning_rate": 4.313106796116505e-05,
128
+ "loss": 3.6425,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
+ "grad_norm": 6.308927059173584,
134
  "learning_rate": 4.272653721682848e-05,
135
+ "loss": 3.4785,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
+ "grad_norm": 5.863094329833984,
141
  "learning_rate": 4.232200647249191e-05,
142
+ "loss": 3.5268,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
+ "grad_norm": 6.120258331298828,
148
  "learning_rate": 4.191747572815534e-05,
149
+ "loss": 3.5296,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
+ "grad_norm": 6.231515884399414,
155
  "learning_rate": 4.1512944983818774e-05,
156
+ "loss": 3.3802,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
+ "grad_norm": 6.211188316345215,
162
  "learning_rate": 4.11084142394822e-05,
163
+ "loss": 3.2148,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
+ "grad_norm": 6.8676934242248535,
169
  "learning_rate": 4.0703883495145634e-05,
170
+ "loss": 3.2111,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
+ "grad_norm": 6.851133346557617,
176
  "learning_rate": 4.029935275080906e-05,
177
+ "loss": 3.2771,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
+ "grad_norm": 6.708765506744385,
183
  "learning_rate": 3.9894822006472494e-05,
184
+ "loss": 3.1587,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
+ "grad_norm": 7.136553764343262,
190
  "learning_rate": 3.949029126213593e-05,
191
+ "loss": 2.9192,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
+ "grad_norm": 7.370823383331299,
197
  "learning_rate": 3.9085760517799354e-05,
198
+ "loss": 2.922,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
+ "grad_norm": 7.630361557006836,
204
  "learning_rate": 3.868122977346279e-05,
205
+ "loss": 2.9417,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
+ "grad_norm": 7.765511989593506,
211
  "learning_rate": 3.827669902912622e-05,
212
+ "loss": 2.8669,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
+ "grad_norm": 7.85439920425415,
218
  "learning_rate": 3.787216828478965e-05,
219
+ "loss": 2.5412,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
+ "grad_norm": 8.064071655273438,
225
  "learning_rate": 3.746763754045307e-05,
226
+ "loss": 2.6131,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
+ "grad_norm": 8.692522048950195,
232
  "learning_rate": 3.7063106796116507e-05,
233
+ "loss": 2.6356,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
+ "grad_norm": 8.012410163879395,
239
  "learning_rate": 3.665857605177993e-05,
240
+ "loss": 2.599,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
+ "grad_norm": 8.6799898147583,
246
  "learning_rate": 3.6254045307443366e-05,
247
+ "loss": 2.1992,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
+ "grad_norm": 8.963507652282715,
253
  "learning_rate": 3.584951456310679e-05,
254
+ "loss": 2.2701,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
+ "grad_norm": 9.833822250366211,
260
  "learning_rate": 3.5444983818770226e-05,
261
+ "loss": 2.2837,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
+ "grad_norm": 9.47242259979248,
267
  "learning_rate": 3.504045307443366e-05,
268
+ "loss": 2.2854,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
+ "grad_norm": 8.856402397155762,
274
  "learning_rate": 3.4635922330097086e-05,
275
+ "loss": 1.8862,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
+ "grad_norm": 9.948341369628906,
281
  "learning_rate": 3.423139158576052e-05,
282
+ "loss": 1.922,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
+ "grad_norm": 10.28939151763916,
288
  "learning_rate": 3.382686084142395e-05,
289
+ "loss": 1.9622,
290
  "step": 2000
291
  }
292
  ],
 
307
  "attributes": {}
308
  }
309
  },
310
+ "total_flos": 928706985984000.0,
311
  "train_batch_size": 4,
312
  "trial_name": null,
313
  "trial_params": null
checkpoints/checkpoint-2000/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7935e3b7629485cf26f624afe618b58a390d4c3c9c6dcf878b3ba9099ef1027b
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5c04ce53d557cd762ff77607aaadbd1248aaa177697662d9a21b90d444993b7
3
  size 5304
checkpoints/checkpoint-2500/config.json CHANGED
@@ -10,12 +10,12 @@
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
- "n_ctx": 1024,
14
- "n_embd": 768,
15
  "n_head": 2,
16
  "n_inner": null,
17
- "n_layer": 6,
18
- "n_positions": 1024,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
 
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
+ "n_ctx": 2048,
14
+ "n_embd": 1024,
15
  "n_head": 2,
16
  "n_inner": null,
17
+ "n_layer": 12,
18
+ "n_positions": 2048,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
checkpoints/checkpoint-2500/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1cf1426568d31687412e315e1e4bfca12c7d5f958e2e1e9165ffa0db03a7554b
3
- size 176343496
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2a16b607fac318ea7e4614190d1d857c6fc3ed432f70935eac08139817139d27
3
+ size 617130824
checkpoints/checkpoint-2500/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4d131c0a3b1896514cda171b1698f8ad491e48fe541af53ae5dc2ed7bff06444
3
- size 352735610
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1df103a8189689ad21192707d0a5df531adec3994d42b7d06db9ffe8efac9c0b
3
+ size 1234355130
checkpoints/checkpoint-2500/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5a57a7d4589802cdb66d0be994455c3851136fb7cbe9cea2866d0b58af11c743
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6220bdac54f7d614e1573ac8dd4440b0a8ffb03b06787f2282bd064aa9d0431e
3
  size 14244
checkpoints/checkpoint-2500/trainer_state.json CHANGED
@@ -11,352 +11,352 @@
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
- "grad_norm": 2.239194869995117,
15
  "learning_rate": 4.960355987055016e-05,
16
- "loss": 6.099,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
- "grad_norm": 3.8653194904327393,
22
  "learning_rate": 4.9199029126213595e-05,
23
- "loss": 5.6954,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
- "grad_norm": 4.652886867523193,
29
  "learning_rate": 4.879449838187702e-05,
30
- "loss": 5.3598,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
- "grad_norm": 5.048999309539795,
36
  "learning_rate": 4.8389967637540455e-05,
37
- "loss": 5.0982,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
- "grad_norm": 5.21944522857666,
43
  "learning_rate": 4.798543689320388e-05,
44
- "loss": 4.7456,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
- "grad_norm": 5.471007347106934,
50
  "learning_rate": 4.7580906148867315e-05,
51
- "loss": 4.6254,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
- "grad_norm": 5.345245838165283,
57
  "learning_rate": 4.717637540453075e-05,
58
- "loss": 4.5216,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
- "grad_norm": 5.54531192779541,
64
  "learning_rate": 4.6771844660194174e-05,
65
- "loss": 4.4353,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
- "grad_norm": 5.244582176208496,
71
  "learning_rate": 4.636731391585761e-05,
72
- "loss": 4.2444,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
- "grad_norm": 5.338261127471924,
78
  "learning_rate": 4.596278317152104e-05,
79
- "loss": 4.1915,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
- "grad_norm": 5.35228157043457,
85
  "learning_rate": 4.555825242718447e-05,
86
- "loss": 4.1612,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
- "grad_norm": 5.287161827087402,
92
  "learning_rate": 4.51537216828479e-05,
93
- "loss": 4.1322,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
- "grad_norm": 5.2932209968566895,
99
  "learning_rate": 4.4749190938511334e-05,
100
- "loss": 3.9684,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
- "grad_norm": 5.4360833168029785,
106
  "learning_rate": 4.434466019417476e-05,
107
- "loss": 3.8933,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
- "grad_norm": 5.5595221519470215,
113
  "learning_rate": 4.3940129449838194e-05,
114
- "loss": 3.9306,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
- "grad_norm": 5.540086269378662,
120
  "learning_rate": 4.353559870550162e-05,
121
- "loss": 3.9317,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
- "grad_norm": 5.567137718200684,
127
  "learning_rate": 4.313106796116505e-05,
128
- "loss": 3.8135,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
- "grad_norm": 6.00346040725708,
134
  "learning_rate": 4.272653721682848e-05,
135
- "loss": 3.6924,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
- "grad_norm": 5.635782718658447,
141
  "learning_rate": 4.232200647249191e-05,
142
- "loss": 3.7304,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
- "grad_norm": 5.9545440673828125,
148
  "learning_rate": 4.191747572815534e-05,
149
- "loss": 3.7471,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
- "grad_norm": 5.696166038513184,
155
  "learning_rate": 4.1512944983818774e-05,
156
- "loss": 3.6287,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
- "grad_norm": 5.844620704650879,
162
  "learning_rate": 4.11084142394822e-05,
163
- "loss": 3.5299,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
- "grad_norm": 6.373577117919922,
169
  "learning_rate": 4.0703883495145634e-05,
170
- "loss": 3.5285,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
- "grad_norm": 6.488651275634766,
176
  "learning_rate": 4.029935275080906e-05,
177
- "loss": 3.5789,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
- "grad_norm": 6.170980930328369,
183
  "learning_rate": 3.9894822006472494e-05,
184
- "loss": 3.494,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
- "grad_norm": 6.387782573699951,
190
  "learning_rate": 3.949029126213593e-05,
191
- "loss": 3.353,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
- "grad_norm": 6.718175888061523,
197
  "learning_rate": 3.9085760517799354e-05,
198
- "loss": 3.3521,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
- "grad_norm": 6.7870025634765625,
204
  "learning_rate": 3.868122977346279e-05,
205
- "loss": 3.3658,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
- "grad_norm": 6.513721466064453,
211
  "learning_rate": 3.827669902912622e-05,
212
- "loss": 3.3301,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
- "grad_norm": 7.0680036544799805,
218
  "learning_rate": 3.787216828478965e-05,
219
- "loss": 3.1289,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
- "grad_norm": 7.019896507263184,
225
  "learning_rate": 3.746763754045307e-05,
226
- "loss": 3.1878,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
- "grad_norm": 7.3232197761535645,
232
  "learning_rate": 3.7063106796116507e-05,
233
- "loss": 3.2006,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
- "grad_norm": 7.003912925720215,
239
  "learning_rate": 3.665857605177993e-05,
240
- "loss": 3.1737,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
- "grad_norm": 7.592433929443359,
246
  "learning_rate": 3.6254045307443366e-05,
247
- "loss": 2.9258,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
- "grad_norm": 7.629278182983398,
253
  "learning_rate": 3.584951456310679e-05,
254
- "loss": 2.9999,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
- "grad_norm": 8.137636184692383,
260
  "learning_rate": 3.5444983818770226e-05,
261
- "loss": 3.0155,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
- "grad_norm": 7.967227935791016,
267
  "learning_rate": 3.504045307443366e-05,
268
- "loss": 2.9945,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
- "grad_norm": 7.9910078048706055,
274
  "learning_rate": 3.4635922330097086e-05,
275
- "loss": 2.7456,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
- "grad_norm": 8.552720069885254,
281
  "learning_rate": 3.423139158576052e-05,
282
- "loss": 2.8071,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
- "grad_norm": 8.336930274963379,
288
  "learning_rate": 3.382686084142395e-05,
289
- "loss": 2.8117,
290
  "step": 2000
291
  },
292
  {
293
  "epoch": 9.951456310679612,
294
- "grad_norm": 8.636338233947754,
295
  "learning_rate": 3.342233009708738e-05,
296
- "loss": 2.8197,
297
  "step": 2050
298
  },
299
  {
300
  "epoch": 10.194174757281553,
301
- "grad_norm": 7.955165863037109,
302
  "learning_rate": 3.301779935275081e-05,
303
- "loss": 2.6245,
304
  "step": 2100
305
  },
306
  {
307
  "epoch": 10.436893203883495,
308
- "grad_norm": 8.679149627685547,
309
  "learning_rate": 3.2613268608414246e-05,
310
- "loss": 2.565,
311
  "step": 2150
312
  },
313
  {
314
  "epoch": 10.679611650485437,
315
- "grad_norm": 9.150839805603027,
316
  "learning_rate": 3.220873786407767e-05,
317
- "loss": 2.6258,
318
  "step": 2200
319
  },
320
  {
321
  "epoch": 10.922330097087379,
322
- "grad_norm": 9.2735013961792,
323
  "learning_rate": 3.1804207119741106e-05,
324
- "loss": 2.6439,
325
  "step": 2250
326
  },
327
  {
328
  "epoch": 11.16504854368932,
329
- "grad_norm": 8.620939254760742,
330
  "learning_rate": 3.139967637540453e-05,
331
- "loss": 2.4371,
332
  "step": 2300
333
  },
334
  {
335
  "epoch": 11.407766990291263,
336
- "grad_norm": 9.722040176391602,
337
  "learning_rate": 3.099514563106796e-05,
338
- "loss": 2.4074,
339
  "step": 2350
340
  },
341
  {
342
  "epoch": 11.650485436893204,
343
- "grad_norm": 9.200730323791504,
344
  "learning_rate": 3.059061488673139e-05,
345
- "loss": 2.4307,
346
  "step": 2400
347
  },
348
  {
349
  "epoch": 11.893203883495145,
350
- "grad_norm": 9.692273139953613,
351
  "learning_rate": 3.0186084142394822e-05,
352
- "loss": 2.424,
353
  "step": 2450
354
  },
355
  {
356
  "epoch": 12.135922330097088,
357
- "grad_norm": 9.822249412536621,
358
  "learning_rate": 2.9781553398058252e-05,
359
- "loss": 2.2862,
360
  "step": 2500
361
  }
362
  ],
@@ -377,7 +377,7 @@
377
  "attributes": {}
378
  }
379
  },
380
- "total_flos": 326620938240000.0,
381
  "train_batch_size": 4,
382
  "trial_name": null,
383
  "trial_params": null
 
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
+ "grad_norm": 2.8362834453582764,
15
  "learning_rate": 4.960355987055016e-05,
16
+ "loss": 6.0742,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
+ "grad_norm": 2.9484496116638184,
22
  "learning_rate": 4.9199029126213595e-05,
23
+ "loss": 5.7218,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
+ "grad_norm": 3.542572259902954,
29
  "learning_rate": 4.879449838187702e-05,
30
+ "loss": 5.4227,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
+ "grad_norm": 4.634098052978516,
36
  "learning_rate": 4.8389967637540455e-05,
37
+ "loss": 5.1655,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
+ "grad_norm": 5.699330806732178,
43
  "learning_rate": 4.798543689320388e-05,
44
+ "loss": 4.8009,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
+ "grad_norm": 5.711933135986328,
50
  "learning_rate": 4.7580906148867315e-05,
51
+ "loss": 4.607,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
+ "grad_norm": 5.113691806793213,
57
  "learning_rate": 4.717637540453075e-05,
58
+ "loss": 4.462,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
+ "grad_norm": 5.632521152496338,
64
  "learning_rate": 4.6771844660194174e-05,
65
+ "loss": 4.3695,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
+ "grad_norm": 5.428906440734863,
71
  "learning_rate": 4.636731391585761e-05,
72
+ "loss": 4.1549,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
+ "grad_norm": 5.037013530731201,
78
  "learning_rate": 4.596278317152104e-05,
79
+ "loss": 4.0921,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
+ "grad_norm": 5.231846809387207,
85
  "learning_rate": 4.555825242718447e-05,
86
+ "loss": 4.0662,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
+ "grad_norm": 5.506278038024902,
92
  "learning_rate": 4.51537216828479e-05,
93
+ "loss": 4.0403,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
+ "grad_norm": 5.410216331481934,
99
  "learning_rate": 4.4749190938511334e-05,
100
+ "loss": 3.8375,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
+ "grad_norm": 5.637699127197266,
106
  "learning_rate": 4.434466019417476e-05,
107
+ "loss": 3.7473,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
+ "grad_norm": 5.575273513793945,
113
  "learning_rate": 4.3940129449838194e-05,
114
+ "loss": 3.7835,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
+ "grad_norm": 5.737198352813721,
120
  "learning_rate": 4.353559870550162e-05,
121
+ "loss": 3.7919,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
+ "grad_norm": 5.645532608032227,
127
  "learning_rate": 4.313106796116505e-05,
128
+ "loss": 3.6425,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
+ "grad_norm": 6.308927059173584,
134
  "learning_rate": 4.272653721682848e-05,
135
+ "loss": 3.4785,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
+ "grad_norm": 5.863094329833984,
141
  "learning_rate": 4.232200647249191e-05,
142
+ "loss": 3.5268,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
+ "grad_norm": 6.120258331298828,
148
  "learning_rate": 4.191747572815534e-05,
149
+ "loss": 3.5296,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
+ "grad_norm": 6.231515884399414,
155
  "learning_rate": 4.1512944983818774e-05,
156
+ "loss": 3.3802,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
+ "grad_norm": 6.211188316345215,
162
  "learning_rate": 4.11084142394822e-05,
163
+ "loss": 3.2148,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
+ "grad_norm": 6.8676934242248535,
169
  "learning_rate": 4.0703883495145634e-05,
170
+ "loss": 3.2111,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
+ "grad_norm": 6.851133346557617,
176
  "learning_rate": 4.029935275080906e-05,
177
+ "loss": 3.2771,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
+ "grad_norm": 6.708765506744385,
183
  "learning_rate": 3.9894822006472494e-05,
184
+ "loss": 3.1587,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
+ "grad_norm": 7.136553764343262,
190
  "learning_rate": 3.949029126213593e-05,
191
+ "loss": 2.9192,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
+ "grad_norm": 7.370823383331299,
197
  "learning_rate": 3.9085760517799354e-05,
198
+ "loss": 2.922,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
+ "grad_norm": 7.630361557006836,
204
  "learning_rate": 3.868122977346279e-05,
205
+ "loss": 2.9417,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
+ "grad_norm": 7.765511989593506,
211
  "learning_rate": 3.827669902912622e-05,
212
+ "loss": 2.8669,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
+ "grad_norm": 7.85439920425415,
218
  "learning_rate": 3.787216828478965e-05,
219
+ "loss": 2.5412,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
+ "grad_norm": 8.064071655273438,
225
  "learning_rate": 3.746763754045307e-05,
226
+ "loss": 2.6131,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
+ "grad_norm": 8.692522048950195,
232
  "learning_rate": 3.7063106796116507e-05,
233
+ "loss": 2.6356,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
+ "grad_norm": 8.012410163879395,
239
  "learning_rate": 3.665857605177993e-05,
240
+ "loss": 2.599,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
+ "grad_norm": 8.6799898147583,
246
  "learning_rate": 3.6254045307443366e-05,
247
+ "loss": 2.1992,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
+ "grad_norm": 8.963507652282715,
253
  "learning_rate": 3.584951456310679e-05,
254
+ "loss": 2.2701,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
+ "grad_norm": 9.833822250366211,
260
  "learning_rate": 3.5444983818770226e-05,
261
+ "loss": 2.2837,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
+ "grad_norm": 9.47242259979248,
267
  "learning_rate": 3.504045307443366e-05,
268
+ "loss": 2.2854,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
+ "grad_norm": 8.856402397155762,
274
  "learning_rate": 3.4635922330097086e-05,
275
+ "loss": 1.8862,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
+ "grad_norm": 9.948341369628906,
281
  "learning_rate": 3.423139158576052e-05,
282
+ "loss": 1.922,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
+ "grad_norm": 10.28939151763916,
288
  "learning_rate": 3.382686084142395e-05,
289
+ "loss": 1.9622,
290
  "step": 2000
291
  },
292
  {
293
  "epoch": 9.951456310679612,
294
+ "grad_norm": 10.114766120910645,
295
  "learning_rate": 3.342233009708738e-05,
296
+ "loss": 1.9741,
297
  "step": 2050
298
  },
299
  {
300
  "epoch": 10.194174757281553,
301
+ "grad_norm": 9.489270210266113,
302
  "learning_rate": 3.301779935275081e-05,
303
+ "loss": 1.6509,
304
  "step": 2100
305
  },
306
  {
307
  "epoch": 10.436893203883495,
308
+ "grad_norm": 10.16482162475586,
309
  "learning_rate": 3.2613268608414246e-05,
310
+ "loss": 1.5883,
311
  "step": 2150
312
  },
313
  {
314
  "epoch": 10.679611650485437,
315
+ "grad_norm": 11.778059005737305,
316
  "learning_rate": 3.220873786407767e-05,
317
+ "loss": 1.6234,
318
  "step": 2200
319
  },
320
  {
321
  "epoch": 10.922330097087379,
322
+ "grad_norm": 10.798454284667969,
323
  "learning_rate": 3.1804207119741106e-05,
324
+ "loss": 1.667,
325
  "step": 2250
326
  },
327
  {
328
  "epoch": 11.16504854368932,
329
+ "grad_norm": 9.751585006713867,
330
  "learning_rate": 3.139967637540453e-05,
331
+ "loss": 1.3785,
332
  "step": 2300
333
  },
334
  {
335
  "epoch": 11.407766990291263,
336
+ "grad_norm": 10.266364097595215,
337
  "learning_rate": 3.099514563106796e-05,
338
+ "loss": 1.2956,
339
  "step": 2350
340
  },
341
  {
342
  "epoch": 11.650485436893204,
343
+ "grad_norm": 10.660856246948242,
344
  "learning_rate": 3.059061488673139e-05,
345
+ "loss": 1.3321,
346
  "step": 2400
347
  },
348
  {
349
  "epoch": 11.893203883495145,
350
+ "grad_norm": 10.896187782287598,
351
  "learning_rate": 3.0186084142394822e-05,
352
+ "loss": 1.3533,
353
  "step": 2450
354
  },
355
  {
356
  "epoch": 12.135922330097088,
357
+ "grad_norm": 10.952502250671387,
358
  "learning_rate": 2.9781553398058252e-05,
359
+ "loss": 1.1486,
360
  "step": 2500
361
  }
362
  ],
 
377
  "attributes": {}
378
  }
379
  },
380
+ "total_flos": 1160883732480000.0,
381
  "train_batch_size": 4,
382
  "trial_name": null,
383
  "trial_params": null
checkpoints/checkpoint-2500/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7935e3b7629485cf26f624afe618b58a390d4c3c9c6dcf878b3ba9099ef1027b
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5c04ce53d557cd762ff77607aaadbd1248aaa177697662d9a21b90d444993b7
3
  size 5304
checkpoints/checkpoint-3000/config.json CHANGED
@@ -10,12 +10,12 @@
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
- "n_ctx": 1024,
14
- "n_embd": 768,
15
  "n_head": 2,
16
  "n_inner": null,
17
- "n_layer": 6,
18
- "n_positions": 1024,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
 
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
+ "n_ctx": 2048,
14
+ "n_embd": 1024,
15
  "n_head": 2,
16
  "n_inner": null,
17
+ "n_layer": 12,
18
+ "n_positions": 2048,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
checkpoints/checkpoint-3000/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ee9950fb5c86bae073ca52771961c408c692f4811dffc7d19b51bc4ce3680cc7
3
- size 176343496
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dca0c20fbe7c227e25d34c3ae029f189aba9c47fb81a6c624663bff3d5ea0555
3
+ size 617130824
checkpoints/checkpoint-3000/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e038dba515e8f39fe285658df720ade045fb28c8083d1b685733be9fc873618d
3
- size 352735610
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ac34bfb31dd330051c1b732092c16075d893324bb0adbf25c9943f622855be0d
3
+ size 1234355130
checkpoints/checkpoint-3000/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c44c900bffc69f1c191b57d8140bb20f6c6d64c300841c9c07c540a470f52495
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:871442522375fc4d6ba225860b83f783120e0bc1b3bc165d21ae61e30b77d444
3
  size 14244
checkpoints/checkpoint-3000/trainer_state.json CHANGED
@@ -11,422 +11,422 @@
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
- "grad_norm": 2.239194869995117,
15
  "learning_rate": 4.960355987055016e-05,
16
- "loss": 6.099,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
- "grad_norm": 3.8653194904327393,
22
  "learning_rate": 4.9199029126213595e-05,
23
- "loss": 5.6954,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
- "grad_norm": 4.652886867523193,
29
  "learning_rate": 4.879449838187702e-05,
30
- "loss": 5.3598,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
- "grad_norm": 5.048999309539795,
36
  "learning_rate": 4.8389967637540455e-05,
37
- "loss": 5.0982,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
- "grad_norm": 5.21944522857666,
43
  "learning_rate": 4.798543689320388e-05,
44
- "loss": 4.7456,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
- "grad_norm": 5.471007347106934,
50
  "learning_rate": 4.7580906148867315e-05,
51
- "loss": 4.6254,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
- "grad_norm": 5.345245838165283,
57
  "learning_rate": 4.717637540453075e-05,
58
- "loss": 4.5216,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
- "grad_norm": 5.54531192779541,
64
  "learning_rate": 4.6771844660194174e-05,
65
- "loss": 4.4353,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
- "grad_norm": 5.244582176208496,
71
  "learning_rate": 4.636731391585761e-05,
72
- "loss": 4.2444,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
- "grad_norm": 5.338261127471924,
78
  "learning_rate": 4.596278317152104e-05,
79
- "loss": 4.1915,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
- "grad_norm": 5.35228157043457,
85
  "learning_rate": 4.555825242718447e-05,
86
- "loss": 4.1612,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
- "grad_norm": 5.287161827087402,
92
  "learning_rate": 4.51537216828479e-05,
93
- "loss": 4.1322,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
- "grad_norm": 5.2932209968566895,
99
  "learning_rate": 4.4749190938511334e-05,
100
- "loss": 3.9684,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
- "grad_norm": 5.4360833168029785,
106
  "learning_rate": 4.434466019417476e-05,
107
- "loss": 3.8933,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
- "grad_norm": 5.5595221519470215,
113
  "learning_rate": 4.3940129449838194e-05,
114
- "loss": 3.9306,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
- "grad_norm": 5.540086269378662,
120
  "learning_rate": 4.353559870550162e-05,
121
- "loss": 3.9317,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
- "grad_norm": 5.567137718200684,
127
  "learning_rate": 4.313106796116505e-05,
128
- "loss": 3.8135,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
- "grad_norm": 6.00346040725708,
134
  "learning_rate": 4.272653721682848e-05,
135
- "loss": 3.6924,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
- "grad_norm": 5.635782718658447,
141
  "learning_rate": 4.232200647249191e-05,
142
- "loss": 3.7304,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
- "grad_norm": 5.9545440673828125,
148
  "learning_rate": 4.191747572815534e-05,
149
- "loss": 3.7471,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
- "grad_norm": 5.696166038513184,
155
  "learning_rate": 4.1512944983818774e-05,
156
- "loss": 3.6287,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
- "grad_norm": 5.844620704650879,
162
  "learning_rate": 4.11084142394822e-05,
163
- "loss": 3.5299,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
- "grad_norm": 6.373577117919922,
169
  "learning_rate": 4.0703883495145634e-05,
170
- "loss": 3.5285,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
- "grad_norm": 6.488651275634766,
176
  "learning_rate": 4.029935275080906e-05,
177
- "loss": 3.5789,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
- "grad_norm": 6.170980930328369,
183
  "learning_rate": 3.9894822006472494e-05,
184
- "loss": 3.494,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
- "grad_norm": 6.387782573699951,
190
  "learning_rate": 3.949029126213593e-05,
191
- "loss": 3.353,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
- "grad_norm": 6.718175888061523,
197
  "learning_rate": 3.9085760517799354e-05,
198
- "loss": 3.3521,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
- "grad_norm": 6.7870025634765625,
204
  "learning_rate": 3.868122977346279e-05,
205
- "loss": 3.3658,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
- "grad_norm": 6.513721466064453,
211
  "learning_rate": 3.827669902912622e-05,
212
- "loss": 3.3301,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
- "grad_norm": 7.0680036544799805,
218
  "learning_rate": 3.787216828478965e-05,
219
- "loss": 3.1289,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
- "grad_norm": 7.019896507263184,
225
  "learning_rate": 3.746763754045307e-05,
226
- "loss": 3.1878,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
- "grad_norm": 7.3232197761535645,
232
  "learning_rate": 3.7063106796116507e-05,
233
- "loss": 3.2006,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
- "grad_norm": 7.003912925720215,
239
  "learning_rate": 3.665857605177993e-05,
240
- "loss": 3.1737,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
- "grad_norm": 7.592433929443359,
246
  "learning_rate": 3.6254045307443366e-05,
247
- "loss": 2.9258,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
- "grad_norm": 7.629278182983398,
253
  "learning_rate": 3.584951456310679e-05,
254
- "loss": 2.9999,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
- "grad_norm": 8.137636184692383,
260
  "learning_rate": 3.5444983818770226e-05,
261
- "loss": 3.0155,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
- "grad_norm": 7.967227935791016,
267
  "learning_rate": 3.504045307443366e-05,
268
- "loss": 2.9945,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
- "grad_norm": 7.9910078048706055,
274
  "learning_rate": 3.4635922330097086e-05,
275
- "loss": 2.7456,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
- "grad_norm": 8.552720069885254,
281
  "learning_rate": 3.423139158576052e-05,
282
- "loss": 2.8071,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
- "grad_norm": 8.336930274963379,
288
  "learning_rate": 3.382686084142395e-05,
289
- "loss": 2.8117,
290
  "step": 2000
291
  },
292
  {
293
  "epoch": 9.951456310679612,
294
- "grad_norm": 8.636338233947754,
295
  "learning_rate": 3.342233009708738e-05,
296
- "loss": 2.8197,
297
  "step": 2050
298
  },
299
  {
300
  "epoch": 10.194174757281553,
301
- "grad_norm": 7.955165863037109,
302
  "learning_rate": 3.301779935275081e-05,
303
- "loss": 2.6245,
304
  "step": 2100
305
  },
306
  {
307
  "epoch": 10.436893203883495,
308
- "grad_norm": 8.679149627685547,
309
  "learning_rate": 3.2613268608414246e-05,
310
- "loss": 2.565,
311
  "step": 2150
312
  },
313
  {
314
  "epoch": 10.679611650485437,
315
- "grad_norm": 9.150839805603027,
316
  "learning_rate": 3.220873786407767e-05,
317
- "loss": 2.6258,
318
  "step": 2200
319
  },
320
  {
321
  "epoch": 10.922330097087379,
322
- "grad_norm": 9.2735013961792,
323
  "learning_rate": 3.1804207119741106e-05,
324
- "loss": 2.6439,
325
  "step": 2250
326
  },
327
  {
328
  "epoch": 11.16504854368932,
329
- "grad_norm": 8.620939254760742,
330
  "learning_rate": 3.139967637540453e-05,
331
- "loss": 2.4371,
332
  "step": 2300
333
  },
334
  {
335
  "epoch": 11.407766990291263,
336
- "grad_norm": 9.722040176391602,
337
  "learning_rate": 3.099514563106796e-05,
338
- "loss": 2.4074,
339
  "step": 2350
340
  },
341
  {
342
  "epoch": 11.650485436893204,
343
- "grad_norm": 9.200730323791504,
344
  "learning_rate": 3.059061488673139e-05,
345
- "loss": 2.4307,
346
  "step": 2400
347
  },
348
  {
349
  "epoch": 11.893203883495145,
350
- "grad_norm": 9.692273139953613,
351
  "learning_rate": 3.0186084142394822e-05,
352
- "loss": 2.424,
353
  "step": 2450
354
  },
355
  {
356
  "epoch": 12.135922330097088,
357
- "grad_norm": 9.822249412536621,
358
  "learning_rate": 2.9781553398058252e-05,
359
- "loss": 2.2862,
360
  "step": 2500
361
  },
362
  {
363
  "epoch": 12.37864077669903,
364
- "grad_norm": 9.919060707092285,
365
  "learning_rate": 2.9377022653721686e-05,
366
- "loss": 2.1913,
367
  "step": 2550
368
  },
369
  {
370
  "epoch": 12.62135922330097,
371
- "grad_norm": 9.181950569152832,
372
  "learning_rate": 2.8972491909385112e-05,
373
- "loss": 2.241,
374
  "step": 2600
375
  },
376
  {
377
  "epoch": 12.864077669902912,
378
- "grad_norm": 10.82077407836914,
379
  "learning_rate": 2.8567961165048546e-05,
380
- "loss": 2.2653,
381
  "step": 2650
382
  },
383
  {
384
  "epoch": 13.106796116504855,
385
- "grad_norm": 10.365830421447754,
386
  "learning_rate": 2.816343042071198e-05,
387
- "loss": 2.1352,
388
  "step": 2700
389
  },
390
  {
391
  "epoch": 13.349514563106796,
392
- "grad_norm": 10.073640823364258,
393
  "learning_rate": 2.7758899676375405e-05,
394
- "loss": 2.0227,
395
  "step": 2750
396
  },
397
  {
398
  "epoch": 13.592233009708737,
399
- "grad_norm": 10.520242691040039,
400
  "learning_rate": 2.735436893203884e-05,
401
- "loss": 2.0579,
402
  "step": 2800
403
  },
404
  {
405
  "epoch": 13.83495145631068,
406
- "grad_norm": 11.176478385925293,
407
  "learning_rate": 2.6949838187702265e-05,
408
- "loss": 2.0934,
409
  "step": 2850
410
  },
411
  {
412
  "epoch": 14.077669902912621,
413
- "grad_norm": 9.541868209838867,
414
  "learning_rate": 2.6545307443365695e-05,
415
- "loss": 2.0118,
416
  "step": 2900
417
  },
418
  {
419
  "epoch": 14.320388349514563,
420
- "grad_norm": 10.162981986999512,
421
  "learning_rate": 2.614077669902913e-05,
422
- "loss": 1.8624,
423
  "step": 2950
424
  },
425
  {
426
  "epoch": 14.563106796116505,
427
- "grad_norm": 10.51291275024414,
428
  "learning_rate": 2.5736245954692555e-05,
429
- "loss": 1.8979,
430
  "step": 3000
431
  }
432
  ],
@@ -447,7 +447,7 @@
447
  "attributes": {}
448
  }
449
  },
450
- "total_flos": 391945125888000.0,
451
  "train_batch_size": 4,
452
  "trial_name": null,
453
  "trial_params": null
 
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
+ "grad_norm": 2.8362834453582764,
15
  "learning_rate": 4.960355987055016e-05,
16
+ "loss": 6.0742,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
+ "grad_norm": 2.9484496116638184,
22
  "learning_rate": 4.9199029126213595e-05,
23
+ "loss": 5.7218,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
+ "grad_norm": 3.542572259902954,
29
  "learning_rate": 4.879449838187702e-05,
30
+ "loss": 5.4227,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
+ "grad_norm": 4.634098052978516,
36
  "learning_rate": 4.8389967637540455e-05,
37
+ "loss": 5.1655,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
+ "grad_norm": 5.699330806732178,
43
  "learning_rate": 4.798543689320388e-05,
44
+ "loss": 4.8009,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
+ "grad_norm": 5.711933135986328,
50
  "learning_rate": 4.7580906148867315e-05,
51
+ "loss": 4.607,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
+ "grad_norm": 5.113691806793213,
57
  "learning_rate": 4.717637540453075e-05,
58
+ "loss": 4.462,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
+ "grad_norm": 5.632521152496338,
64
  "learning_rate": 4.6771844660194174e-05,
65
+ "loss": 4.3695,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
+ "grad_norm": 5.428906440734863,
71
  "learning_rate": 4.636731391585761e-05,
72
+ "loss": 4.1549,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
+ "grad_norm": 5.037013530731201,
78
  "learning_rate": 4.596278317152104e-05,
79
+ "loss": 4.0921,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
+ "grad_norm": 5.231846809387207,
85
  "learning_rate": 4.555825242718447e-05,
86
+ "loss": 4.0662,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
+ "grad_norm": 5.506278038024902,
92
  "learning_rate": 4.51537216828479e-05,
93
+ "loss": 4.0403,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
+ "grad_norm": 5.410216331481934,
99
  "learning_rate": 4.4749190938511334e-05,
100
+ "loss": 3.8375,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
+ "grad_norm": 5.637699127197266,
106
  "learning_rate": 4.434466019417476e-05,
107
+ "loss": 3.7473,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
+ "grad_norm": 5.575273513793945,
113
  "learning_rate": 4.3940129449838194e-05,
114
+ "loss": 3.7835,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
+ "grad_norm": 5.737198352813721,
120
  "learning_rate": 4.353559870550162e-05,
121
+ "loss": 3.7919,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
+ "grad_norm": 5.645532608032227,
127
  "learning_rate": 4.313106796116505e-05,
128
+ "loss": 3.6425,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
+ "grad_norm": 6.308927059173584,
134
  "learning_rate": 4.272653721682848e-05,
135
+ "loss": 3.4785,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
+ "grad_norm": 5.863094329833984,
141
  "learning_rate": 4.232200647249191e-05,
142
+ "loss": 3.5268,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
+ "grad_norm": 6.120258331298828,
148
  "learning_rate": 4.191747572815534e-05,
149
+ "loss": 3.5296,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
+ "grad_norm": 6.231515884399414,
155
  "learning_rate": 4.1512944983818774e-05,
156
+ "loss": 3.3802,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
+ "grad_norm": 6.211188316345215,
162
  "learning_rate": 4.11084142394822e-05,
163
+ "loss": 3.2148,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
+ "grad_norm": 6.8676934242248535,
169
  "learning_rate": 4.0703883495145634e-05,
170
+ "loss": 3.2111,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
+ "grad_norm": 6.851133346557617,
176
  "learning_rate": 4.029935275080906e-05,
177
+ "loss": 3.2771,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
+ "grad_norm": 6.708765506744385,
183
  "learning_rate": 3.9894822006472494e-05,
184
+ "loss": 3.1587,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
+ "grad_norm": 7.136553764343262,
190
  "learning_rate": 3.949029126213593e-05,
191
+ "loss": 2.9192,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
+ "grad_norm": 7.370823383331299,
197
  "learning_rate": 3.9085760517799354e-05,
198
+ "loss": 2.922,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
+ "grad_norm": 7.630361557006836,
204
  "learning_rate": 3.868122977346279e-05,
205
+ "loss": 2.9417,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
+ "grad_norm": 7.765511989593506,
211
  "learning_rate": 3.827669902912622e-05,
212
+ "loss": 2.8669,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
+ "grad_norm": 7.85439920425415,
218
  "learning_rate": 3.787216828478965e-05,
219
+ "loss": 2.5412,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
+ "grad_norm": 8.064071655273438,
225
  "learning_rate": 3.746763754045307e-05,
226
+ "loss": 2.6131,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
+ "grad_norm": 8.692522048950195,
232
  "learning_rate": 3.7063106796116507e-05,
233
+ "loss": 2.6356,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
+ "grad_norm": 8.012410163879395,
239
  "learning_rate": 3.665857605177993e-05,
240
+ "loss": 2.599,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
+ "grad_norm": 8.6799898147583,
246
  "learning_rate": 3.6254045307443366e-05,
247
+ "loss": 2.1992,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
+ "grad_norm": 8.963507652282715,
253
  "learning_rate": 3.584951456310679e-05,
254
+ "loss": 2.2701,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
+ "grad_norm": 9.833822250366211,
260
  "learning_rate": 3.5444983818770226e-05,
261
+ "loss": 2.2837,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
+ "grad_norm": 9.47242259979248,
267
  "learning_rate": 3.504045307443366e-05,
268
+ "loss": 2.2854,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
+ "grad_norm": 8.856402397155762,
274
  "learning_rate": 3.4635922330097086e-05,
275
+ "loss": 1.8862,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
+ "grad_norm": 9.948341369628906,
281
  "learning_rate": 3.423139158576052e-05,
282
+ "loss": 1.922,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
+ "grad_norm": 10.28939151763916,
288
  "learning_rate": 3.382686084142395e-05,
289
+ "loss": 1.9622,
290
  "step": 2000
291
  },
292
  {
293
  "epoch": 9.951456310679612,
294
+ "grad_norm": 10.114766120910645,
295
  "learning_rate": 3.342233009708738e-05,
296
+ "loss": 1.9741,
297
  "step": 2050
298
  },
299
  {
300
  "epoch": 10.194174757281553,
301
+ "grad_norm": 9.489270210266113,
302
  "learning_rate": 3.301779935275081e-05,
303
+ "loss": 1.6509,
304
  "step": 2100
305
  },
306
  {
307
  "epoch": 10.436893203883495,
308
+ "grad_norm": 10.16482162475586,
309
  "learning_rate": 3.2613268608414246e-05,
310
+ "loss": 1.5883,
311
  "step": 2150
312
  },
313
  {
314
  "epoch": 10.679611650485437,
315
+ "grad_norm": 11.778059005737305,
316
  "learning_rate": 3.220873786407767e-05,
317
+ "loss": 1.6234,
318
  "step": 2200
319
  },
320
  {
321
  "epoch": 10.922330097087379,
322
+ "grad_norm": 10.798454284667969,
323
  "learning_rate": 3.1804207119741106e-05,
324
+ "loss": 1.667,
325
  "step": 2250
326
  },
327
  {
328
  "epoch": 11.16504854368932,
329
+ "grad_norm": 9.751585006713867,
330
  "learning_rate": 3.139967637540453e-05,
331
+ "loss": 1.3785,
332
  "step": 2300
333
  },
334
  {
335
  "epoch": 11.407766990291263,
336
+ "grad_norm": 10.266364097595215,
337
  "learning_rate": 3.099514563106796e-05,
338
+ "loss": 1.2956,
339
  "step": 2350
340
  },
341
  {
342
  "epoch": 11.650485436893204,
343
+ "grad_norm": 10.660856246948242,
344
  "learning_rate": 3.059061488673139e-05,
345
+ "loss": 1.3321,
346
  "step": 2400
347
  },
348
  {
349
  "epoch": 11.893203883495145,
350
+ "grad_norm": 10.896187782287598,
351
  "learning_rate": 3.0186084142394822e-05,
352
+ "loss": 1.3533,
353
  "step": 2450
354
  },
355
  {
356
  "epoch": 12.135922330097088,
357
+ "grad_norm": 10.952502250671387,
358
  "learning_rate": 2.9781553398058252e-05,
359
+ "loss": 1.1486,
360
  "step": 2500
361
  },
362
  {
363
  "epoch": 12.37864077669903,
364
+ "grad_norm": 10.766463279724121,
365
  "learning_rate": 2.9377022653721686e-05,
366
+ "loss": 1.0227,
367
  "step": 2550
368
  },
369
  {
370
  "epoch": 12.62135922330097,
371
+ "grad_norm": 9.385764122009277,
372
  "learning_rate": 2.8972491909385112e-05,
373
+ "loss": 1.0651,
374
  "step": 2600
375
  },
376
  {
377
  "epoch": 12.864077669902912,
378
+ "grad_norm": 11.573925018310547,
379
  "learning_rate": 2.8567961165048546e-05,
380
+ "loss": 1.1013,
381
  "step": 2650
382
  },
383
  {
384
  "epoch": 13.106796116504855,
385
+ "grad_norm": 10.138091087341309,
386
  "learning_rate": 2.816343042071198e-05,
387
+ "loss": 0.9545,
388
  "step": 2700
389
  },
390
  {
391
  "epoch": 13.349514563106796,
392
+ "grad_norm": 9.867119789123535,
393
  "learning_rate": 2.7758899676375405e-05,
394
+ "loss": 0.7892,
395
  "step": 2750
396
  },
397
  {
398
  "epoch": 13.592233009708737,
399
+ "grad_norm": 10.443971633911133,
400
  "learning_rate": 2.735436893203884e-05,
401
+ "loss": 0.8432,
402
  "step": 2800
403
  },
404
  {
405
  "epoch": 13.83495145631068,
406
+ "grad_norm": 10.633298873901367,
407
  "learning_rate": 2.6949838187702265e-05,
408
+ "loss": 0.8543,
409
  "step": 2850
410
  },
411
  {
412
  "epoch": 14.077669902912621,
413
+ "grad_norm": 8.640830039978027,
414
  "learning_rate": 2.6545307443365695e-05,
415
+ "loss": 0.7751,
416
  "step": 2900
417
  },
418
  {
419
  "epoch": 14.320388349514563,
420
+ "grad_norm": 10.461247444152832,
421
  "learning_rate": 2.614077669902913e-05,
422
+ "loss": 0.6074,
423
  "step": 2950
424
  },
425
  {
426
  "epoch": 14.563106796116505,
427
+ "grad_norm": 10.757479667663574,
428
  "learning_rate": 2.5736245954692555e-05,
429
+ "loss": 0.6354,
430
  "step": 3000
431
  }
432
  ],
 
447
  "attributes": {}
448
  }
449
  },
450
+ "total_flos": 1393060478976000.0,
451
  "train_batch_size": 4,
452
  "trial_name": null,
453
  "trial_params": null
checkpoints/checkpoint-3000/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7935e3b7629485cf26f624afe618b58a390d4c3c9c6dcf878b3ba9099ef1027b
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5c04ce53d557cd762ff77607aaadbd1248aaa177697662d9a21b90d444993b7
3
  size 5304
checkpoints/checkpoint-3500/config.json CHANGED
@@ -10,12 +10,12 @@
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
- "n_ctx": 1024,
14
- "n_embd": 768,
15
  "n_head": 2,
16
  "n_inner": null,
17
- "n_layer": 6,
18
- "n_positions": 1024,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
 
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
+ "n_ctx": 2048,
14
+ "n_embd": 1024,
15
  "n_head": 2,
16
  "n_inner": null,
17
+ "n_layer": 12,
18
+ "n_positions": 2048,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
checkpoints/checkpoint-3500/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c86a085cb6768ba7ee32df0f83847ca1776cf0b157c33a638d029df90f359293
3
- size 176343496
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ee4eddcf2434fc10bcb84be31fad14eaf9cb56d0657a2676caebdc4fa8006954
3
+ size 617130824
checkpoints/checkpoint-3500/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:41d7bf321a4eb94e1fe13d18a0e7d4c754699c0e788055516e6543148a689329
3
- size 352735610
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f0146bc12519d4396fc95dbc8a2c0e2b1eba55de6a678f2ca3f1bb831c8111e6
3
+ size 1234355130
checkpoints/checkpoint-3500/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f5d7ec8cb6d519ee4314413f301a6d5a59c0c427b2ba96fbc7ceba752e82cdf8
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:98ff60b9771555670f092dfde608075c59197b1a93a27a330f270d03668fc64e
3
  size 14244
checkpoints/checkpoint-3500/trainer_state.json CHANGED
@@ -11,492 +11,492 @@
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
- "grad_norm": 2.239194869995117,
15
  "learning_rate": 4.960355987055016e-05,
16
- "loss": 6.099,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
- "grad_norm": 3.8653194904327393,
22
  "learning_rate": 4.9199029126213595e-05,
23
- "loss": 5.6954,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
- "grad_norm": 4.652886867523193,
29
  "learning_rate": 4.879449838187702e-05,
30
- "loss": 5.3598,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
- "grad_norm": 5.048999309539795,
36
  "learning_rate": 4.8389967637540455e-05,
37
- "loss": 5.0982,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
- "grad_norm": 5.21944522857666,
43
  "learning_rate": 4.798543689320388e-05,
44
- "loss": 4.7456,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
- "grad_norm": 5.471007347106934,
50
  "learning_rate": 4.7580906148867315e-05,
51
- "loss": 4.6254,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
- "grad_norm": 5.345245838165283,
57
  "learning_rate": 4.717637540453075e-05,
58
- "loss": 4.5216,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
- "grad_norm": 5.54531192779541,
64
  "learning_rate": 4.6771844660194174e-05,
65
- "loss": 4.4353,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
- "grad_norm": 5.244582176208496,
71
  "learning_rate": 4.636731391585761e-05,
72
- "loss": 4.2444,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
- "grad_norm": 5.338261127471924,
78
  "learning_rate": 4.596278317152104e-05,
79
- "loss": 4.1915,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
- "grad_norm": 5.35228157043457,
85
  "learning_rate": 4.555825242718447e-05,
86
- "loss": 4.1612,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
- "grad_norm": 5.287161827087402,
92
  "learning_rate": 4.51537216828479e-05,
93
- "loss": 4.1322,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
- "grad_norm": 5.2932209968566895,
99
  "learning_rate": 4.4749190938511334e-05,
100
- "loss": 3.9684,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
- "grad_norm": 5.4360833168029785,
106
  "learning_rate": 4.434466019417476e-05,
107
- "loss": 3.8933,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
- "grad_norm": 5.5595221519470215,
113
  "learning_rate": 4.3940129449838194e-05,
114
- "loss": 3.9306,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
- "grad_norm": 5.540086269378662,
120
  "learning_rate": 4.353559870550162e-05,
121
- "loss": 3.9317,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
- "grad_norm": 5.567137718200684,
127
  "learning_rate": 4.313106796116505e-05,
128
- "loss": 3.8135,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
- "grad_norm": 6.00346040725708,
134
  "learning_rate": 4.272653721682848e-05,
135
- "loss": 3.6924,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
- "grad_norm": 5.635782718658447,
141
  "learning_rate": 4.232200647249191e-05,
142
- "loss": 3.7304,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
- "grad_norm": 5.9545440673828125,
148
  "learning_rate": 4.191747572815534e-05,
149
- "loss": 3.7471,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
- "grad_norm": 5.696166038513184,
155
  "learning_rate": 4.1512944983818774e-05,
156
- "loss": 3.6287,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
- "grad_norm": 5.844620704650879,
162
  "learning_rate": 4.11084142394822e-05,
163
- "loss": 3.5299,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
- "grad_norm": 6.373577117919922,
169
  "learning_rate": 4.0703883495145634e-05,
170
- "loss": 3.5285,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
- "grad_norm": 6.488651275634766,
176
  "learning_rate": 4.029935275080906e-05,
177
- "loss": 3.5789,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
- "grad_norm": 6.170980930328369,
183
  "learning_rate": 3.9894822006472494e-05,
184
- "loss": 3.494,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
- "grad_norm": 6.387782573699951,
190
  "learning_rate": 3.949029126213593e-05,
191
- "loss": 3.353,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
- "grad_norm": 6.718175888061523,
197
  "learning_rate": 3.9085760517799354e-05,
198
- "loss": 3.3521,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
- "grad_norm": 6.7870025634765625,
204
  "learning_rate": 3.868122977346279e-05,
205
- "loss": 3.3658,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
- "grad_norm": 6.513721466064453,
211
  "learning_rate": 3.827669902912622e-05,
212
- "loss": 3.3301,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
- "grad_norm": 7.0680036544799805,
218
  "learning_rate": 3.787216828478965e-05,
219
- "loss": 3.1289,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
- "grad_norm": 7.019896507263184,
225
  "learning_rate": 3.746763754045307e-05,
226
- "loss": 3.1878,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
- "grad_norm": 7.3232197761535645,
232
  "learning_rate": 3.7063106796116507e-05,
233
- "loss": 3.2006,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
- "grad_norm": 7.003912925720215,
239
  "learning_rate": 3.665857605177993e-05,
240
- "loss": 3.1737,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
- "grad_norm": 7.592433929443359,
246
  "learning_rate": 3.6254045307443366e-05,
247
- "loss": 2.9258,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
- "grad_norm": 7.629278182983398,
253
  "learning_rate": 3.584951456310679e-05,
254
- "loss": 2.9999,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
- "grad_norm": 8.137636184692383,
260
  "learning_rate": 3.5444983818770226e-05,
261
- "loss": 3.0155,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
- "grad_norm": 7.967227935791016,
267
  "learning_rate": 3.504045307443366e-05,
268
- "loss": 2.9945,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
- "grad_norm": 7.9910078048706055,
274
  "learning_rate": 3.4635922330097086e-05,
275
- "loss": 2.7456,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
- "grad_norm": 8.552720069885254,
281
  "learning_rate": 3.423139158576052e-05,
282
- "loss": 2.8071,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
- "grad_norm": 8.336930274963379,
288
  "learning_rate": 3.382686084142395e-05,
289
- "loss": 2.8117,
290
  "step": 2000
291
  },
292
  {
293
  "epoch": 9.951456310679612,
294
- "grad_norm": 8.636338233947754,
295
  "learning_rate": 3.342233009708738e-05,
296
- "loss": 2.8197,
297
  "step": 2050
298
  },
299
  {
300
  "epoch": 10.194174757281553,
301
- "grad_norm": 7.955165863037109,
302
  "learning_rate": 3.301779935275081e-05,
303
- "loss": 2.6245,
304
  "step": 2100
305
  },
306
  {
307
  "epoch": 10.436893203883495,
308
- "grad_norm": 8.679149627685547,
309
  "learning_rate": 3.2613268608414246e-05,
310
- "loss": 2.565,
311
  "step": 2150
312
  },
313
  {
314
  "epoch": 10.679611650485437,
315
- "grad_norm": 9.150839805603027,
316
  "learning_rate": 3.220873786407767e-05,
317
- "loss": 2.6258,
318
  "step": 2200
319
  },
320
  {
321
  "epoch": 10.922330097087379,
322
- "grad_norm": 9.2735013961792,
323
  "learning_rate": 3.1804207119741106e-05,
324
- "loss": 2.6439,
325
  "step": 2250
326
  },
327
  {
328
  "epoch": 11.16504854368932,
329
- "grad_norm": 8.620939254760742,
330
  "learning_rate": 3.139967637540453e-05,
331
- "loss": 2.4371,
332
  "step": 2300
333
  },
334
  {
335
  "epoch": 11.407766990291263,
336
- "grad_norm": 9.722040176391602,
337
  "learning_rate": 3.099514563106796e-05,
338
- "loss": 2.4074,
339
  "step": 2350
340
  },
341
  {
342
  "epoch": 11.650485436893204,
343
- "grad_norm": 9.200730323791504,
344
  "learning_rate": 3.059061488673139e-05,
345
- "loss": 2.4307,
346
  "step": 2400
347
  },
348
  {
349
  "epoch": 11.893203883495145,
350
- "grad_norm": 9.692273139953613,
351
  "learning_rate": 3.0186084142394822e-05,
352
- "loss": 2.424,
353
  "step": 2450
354
  },
355
  {
356
  "epoch": 12.135922330097088,
357
- "grad_norm": 9.822249412536621,
358
  "learning_rate": 2.9781553398058252e-05,
359
- "loss": 2.2862,
360
  "step": 2500
361
  },
362
  {
363
  "epoch": 12.37864077669903,
364
- "grad_norm": 9.919060707092285,
365
  "learning_rate": 2.9377022653721686e-05,
366
- "loss": 2.1913,
367
  "step": 2550
368
  },
369
  {
370
  "epoch": 12.62135922330097,
371
- "grad_norm": 9.181950569152832,
372
  "learning_rate": 2.8972491909385112e-05,
373
- "loss": 2.241,
374
  "step": 2600
375
  },
376
  {
377
  "epoch": 12.864077669902912,
378
- "grad_norm": 10.82077407836914,
379
  "learning_rate": 2.8567961165048546e-05,
380
- "loss": 2.2653,
381
  "step": 2650
382
  },
383
  {
384
  "epoch": 13.106796116504855,
385
- "grad_norm": 10.365830421447754,
386
  "learning_rate": 2.816343042071198e-05,
387
- "loss": 2.1352,
388
  "step": 2700
389
  },
390
  {
391
  "epoch": 13.349514563106796,
392
- "grad_norm": 10.073640823364258,
393
  "learning_rate": 2.7758899676375405e-05,
394
- "loss": 2.0227,
395
  "step": 2750
396
  },
397
  {
398
  "epoch": 13.592233009708737,
399
- "grad_norm": 10.520242691040039,
400
  "learning_rate": 2.735436893203884e-05,
401
- "loss": 2.0579,
402
  "step": 2800
403
  },
404
  {
405
  "epoch": 13.83495145631068,
406
- "grad_norm": 11.176478385925293,
407
  "learning_rate": 2.6949838187702265e-05,
408
- "loss": 2.0934,
409
  "step": 2850
410
  },
411
  {
412
  "epoch": 14.077669902912621,
413
- "grad_norm": 9.541868209838867,
414
  "learning_rate": 2.6545307443365695e-05,
415
- "loss": 2.0118,
416
  "step": 2900
417
  },
418
  {
419
  "epoch": 14.320388349514563,
420
- "grad_norm": 10.162981986999512,
421
  "learning_rate": 2.614077669902913e-05,
422
- "loss": 1.8624,
423
  "step": 2950
424
  },
425
  {
426
  "epoch": 14.563106796116505,
427
- "grad_norm": 10.51291275024414,
428
  "learning_rate": 2.5736245954692555e-05,
429
- "loss": 1.8979,
430
  "step": 3000
431
  },
432
  {
433
  "epoch": 14.805825242718447,
434
- "grad_norm": 11.316717147827148,
435
  "learning_rate": 2.533171521035599e-05,
436
- "loss": 1.915,
437
  "step": 3050
438
  },
439
  {
440
  "epoch": 15.048543689320388,
441
- "grad_norm": 9.184353828430176,
442
  "learning_rate": 2.492718446601942e-05,
443
- "loss": 1.885,
444
  "step": 3100
445
  },
446
  {
447
  "epoch": 15.29126213592233,
448
- "grad_norm": 10.70876693725586,
449
  "learning_rate": 2.452265372168285e-05,
450
- "loss": 1.7024,
451
  "step": 3150
452
  },
453
  {
454
  "epoch": 15.533980582524272,
455
- "grad_norm": 10.767953872680664,
456
  "learning_rate": 2.411812297734628e-05,
457
- "loss": 1.729,
458
  "step": 3200
459
  },
460
  {
461
  "epoch": 15.776699029126213,
462
- "grad_norm": 11.83687973022461,
463
  "learning_rate": 2.3713592233009708e-05,
464
- "loss": 1.7697,
465
  "step": 3250
466
  },
467
  {
468
  "epoch": 16.019417475728154,
469
- "grad_norm": 9.888689994812012,
470
  "learning_rate": 2.3309061488673138e-05,
471
- "loss": 1.7605,
472
  "step": 3300
473
  },
474
  {
475
  "epoch": 16.262135922330096,
476
- "grad_norm": 9.394012451171875,
477
  "learning_rate": 2.290453074433657e-05,
478
- "loss": 1.5389,
479
  "step": 3350
480
  },
481
  {
482
  "epoch": 16.50485436893204,
483
- "grad_norm": 11.3172025680542,
484
  "learning_rate": 2.25e-05,
485
- "loss": 1.5836,
486
  "step": 3400
487
  },
488
  {
489
  "epoch": 16.74757281553398,
490
- "grad_norm": 11.000115394592285,
491
  "learning_rate": 2.209546925566343e-05,
492
- "loss": 1.6398,
493
  "step": 3450
494
  },
495
  {
496
  "epoch": 16.990291262135923,
497
- "grad_norm": 11.453404426574707,
498
  "learning_rate": 2.169093851132686e-05,
499
- "loss": 1.6466,
500
  "step": 3500
501
  }
502
  ],
@@ -517,7 +517,7 @@
517
  "attributes": {}
518
  }
519
  },
520
- "total_flos": 457269313536000.0,
521
  "train_batch_size": 4,
522
  "trial_name": null,
523
  "trial_params": null
 
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
+ "grad_norm": 2.8362834453582764,
15
  "learning_rate": 4.960355987055016e-05,
16
+ "loss": 6.0742,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
+ "grad_norm": 2.9484496116638184,
22
  "learning_rate": 4.9199029126213595e-05,
23
+ "loss": 5.7218,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
+ "grad_norm": 3.542572259902954,
29
  "learning_rate": 4.879449838187702e-05,
30
+ "loss": 5.4227,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
+ "grad_norm": 4.634098052978516,
36
  "learning_rate": 4.8389967637540455e-05,
37
+ "loss": 5.1655,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
+ "grad_norm": 5.699330806732178,
43
  "learning_rate": 4.798543689320388e-05,
44
+ "loss": 4.8009,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
+ "grad_norm": 5.711933135986328,
50
  "learning_rate": 4.7580906148867315e-05,
51
+ "loss": 4.607,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
+ "grad_norm": 5.113691806793213,
57
  "learning_rate": 4.717637540453075e-05,
58
+ "loss": 4.462,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
+ "grad_norm": 5.632521152496338,
64
  "learning_rate": 4.6771844660194174e-05,
65
+ "loss": 4.3695,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
+ "grad_norm": 5.428906440734863,
71
  "learning_rate": 4.636731391585761e-05,
72
+ "loss": 4.1549,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
+ "grad_norm": 5.037013530731201,
78
  "learning_rate": 4.596278317152104e-05,
79
+ "loss": 4.0921,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
+ "grad_norm": 5.231846809387207,
85
  "learning_rate": 4.555825242718447e-05,
86
+ "loss": 4.0662,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
+ "grad_norm": 5.506278038024902,
92
  "learning_rate": 4.51537216828479e-05,
93
+ "loss": 4.0403,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
+ "grad_norm": 5.410216331481934,
99
  "learning_rate": 4.4749190938511334e-05,
100
+ "loss": 3.8375,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
+ "grad_norm": 5.637699127197266,
106
  "learning_rate": 4.434466019417476e-05,
107
+ "loss": 3.7473,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
+ "grad_norm": 5.575273513793945,
113
  "learning_rate": 4.3940129449838194e-05,
114
+ "loss": 3.7835,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
+ "grad_norm": 5.737198352813721,
120
  "learning_rate": 4.353559870550162e-05,
121
+ "loss": 3.7919,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
+ "grad_norm": 5.645532608032227,
127
  "learning_rate": 4.313106796116505e-05,
128
+ "loss": 3.6425,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
+ "grad_norm": 6.308927059173584,
134
  "learning_rate": 4.272653721682848e-05,
135
+ "loss": 3.4785,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
+ "grad_norm": 5.863094329833984,
141
  "learning_rate": 4.232200647249191e-05,
142
+ "loss": 3.5268,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
+ "grad_norm": 6.120258331298828,
148
  "learning_rate": 4.191747572815534e-05,
149
+ "loss": 3.5296,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
+ "grad_norm": 6.231515884399414,
155
  "learning_rate": 4.1512944983818774e-05,
156
+ "loss": 3.3802,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
+ "grad_norm": 6.211188316345215,
162
  "learning_rate": 4.11084142394822e-05,
163
+ "loss": 3.2148,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
+ "grad_norm": 6.8676934242248535,
169
  "learning_rate": 4.0703883495145634e-05,
170
+ "loss": 3.2111,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
+ "grad_norm": 6.851133346557617,
176
  "learning_rate": 4.029935275080906e-05,
177
+ "loss": 3.2771,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
+ "grad_norm": 6.708765506744385,
183
  "learning_rate": 3.9894822006472494e-05,
184
+ "loss": 3.1587,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
+ "grad_norm": 7.136553764343262,
190
  "learning_rate": 3.949029126213593e-05,
191
+ "loss": 2.9192,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
+ "grad_norm": 7.370823383331299,
197
  "learning_rate": 3.9085760517799354e-05,
198
+ "loss": 2.922,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
+ "grad_norm": 7.630361557006836,
204
  "learning_rate": 3.868122977346279e-05,
205
+ "loss": 2.9417,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
+ "grad_norm": 7.765511989593506,
211
  "learning_rate": 3.827669902912622e-05,
212
+ "loss": 2.8669,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
+ "grad_norm": 7.85439920425415,
218
  "learning_rate": 3.787216828478965e-05,
219
+ "loss": 2.5412,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
+ "grad_norm": 8.064071655273438,
225
  "learning_rate": 3.746763754045307e-05,
226
+ "loss": 2.6131,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
+ "grad_norm": 8.692522048950195,
232
  "learning_rate": 3.7063106796116507e-05,
233
+ "loss": 2.6356,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
+ "grad_norm": 8.012410163879395,
239
  "learning_rate": 3.665857605177993e-05,
240
+ "loss": 2.599,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
+ "grad_norm": 8.6799898147583,
246
  "learning_rate": 3.6254045307443366e-05,
247
+ "loss": 2.1992,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
+ "grad_norm": 8.963507652282715,
253
  "learning_rate": 3.584951456310679e-05,
254
+ "loss": 2.2701,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
+ "grad_norm": 9.833822250366211,
260
  "learning_rate": 3.5444983818770226e-05,
261
+ "loss": 2.2837,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
+ "grad_norm": 9.47242259979248,
267
  "learning_rate": 3.504045307443366e-05,
268
+ "loss": 2.2854,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
+ "grad_norm": 8.856402397155762,
274
  "learning_rate": 3.4635922330097086e-05,
275
+ "loss": 1.8862,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
+ "grad_norm": 9.948341369628906,
281
  "learning_rate": 3.423139158576052e-05,
282
+ "loss": 1.922,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
+ "grad_norm": 10.28939151763916,
288
  "learning_rate": 3.382686084142395e-05,
289
+ "loss": 1.9622,
290
  "step": 2000
291
  },
292
  {
293
  "epoch": 9.951456310679612,
294
+ "grad_norm": 10.114766120910645,
295
  "learning_rate": 3.342233009708738e-05,
296
+ "loss": 1.9741,
297
  "step": 2050
298
  },
299
  {
300
  "epoch": 10.194174757281553,
301
+ "grad_norm": 9.489270210266113,
302
  "learning_rate": 3.301779935275081e-05,
303
+ "loss": 1.6509,
304
  "step": 2100
305
  },
306
  {
307
  "epoch": 10.436893203883495,
308
+ "grad_norm": 10.16482162475586,
309
  "learning_rate": 3.2613268608414246e-05,
310
+ "loss": 1.5883,
311
  "step": 2150
312
  },
313
  {
314
  "epoch": 10.679611650485437,
315
+ "grad_norm": 11.778059005737305,
316
  "learning_rate": 3.220873786407767e-05,
317
+ "loss": 1.6234,
318
  "step": 2200
319
  },
320
  {
321
  "epoch": 10.922330097087379,
322
+ "grad_norm": 10.798454284667969,
323
  "learning_rate": 3.1804207119741106e-05,
324
+ "loss": 1.667,
325
  "step": 2250
326
  },
327
  {
328
  "epoch": 11.16504854368932,
329
+ "grad_norm": 9.751585006713867,
330
  "learning_rate": 3.139967637540453e-05,
331
+ "loss": 1.3785,
332
  "step": 2300
333
  },
334
  {
335
  "epoch": 11.407766990291263,
336
+ "grad_norm": 10.266364097595215,
337
  "learning_rate": 3.099514563106796e-05,
338
+ "loss": 1.2956,
339
  "step": 2350
340
  },
341
  {
342
  "epoch": 11.650485436893204,
343
+ "grad_norm": 10.660856246948242,
344
  "learning_rate": 3.059061488673139e-05,
345
+ "loss": 1.3321,
346
  "step": 2400
347
  },
348
  {
349
  "epoch": 11.893203883495145,
350
+ "grad_norm": 10.896187782287598,
351
  "learning_rate": 3.0186084142394822e-05,
352
+ "loss": 1.3533,
353
  "step": 2450
354
  },
355
  {
356
  "epoch": 12.135922330097088,
357
+ "grad_norm": 10.952502250671387,
358
  "learning_rate": 2.9781553398058252e-05,
359
+ "loss": 1.1486,
360
  "step": 2500
361
  },
362
  {
363
  "epoch": 12.37864077669903,
364
+ "grad_norm": 10.766463279724121,
365
  "learning_rate": 2.9377022653721686e-05,
366
+ "loss": 1.0227,
367
  "step": 2550
368
  },
369
  {
370
  "epoch": 12.62135922330097,
371
+ "grad_norm": 9.385764122009277,
372
  "learning_rate": 2.8972491909385112e-05,
373
+ "loss": 1.0651,
374
  "step": 2600
375
  },
376
  {
377
  "epoch": 12.864077669902912,
378
+ "grad_norm": 11.573925018310547,
379
  "learning_rate": 2.8567961165048546e-05,
380
+ "loss": 1.1013,
381
  "step": 2650
382
  },
383
  {
384
  "epoch": 13.106796116504855,
385
+ "grad_norm": 10.138091087341309,
386
  "learning_rate": 2.816343042071198e-05,
387
+ "loss": 0.9545,
388
  "step": 2700
389
  },
390
  {
391
  "epoch": 13.349514563106796,
392
+ "grad_norm": 9.867119789123535,
393
  "learning_rate": 2.7758899676375405e-05,
394
+ "loss": 0.7892,
395
  "step": 2750
396
  },
397
  {
398
  "epoch": 13.592233009708737,
399
+ "grad_norm": 10.443971633911133,
400
  "learning_rate": 2.735436893203884e-05,
401
+ "loss": 0.8432,
402
  "step": 2800
403
  },
404
  {
405
  "epoch": 13.83495145631068,
406
+ "grad_norm": 10.633298873901367,
407
  "learning_rate": 2.6949838187702265e-05,
408
+ "loss": 0.8543,
409
  "step": 2850
410
  },
411
  {
412
  "epoch": 14.077669902912621,
413
+ "grad_norm": 8.640830039978027,
414
  "learning_rate": 2.6545307443365695e-05,
415
+ "loss": 0.7751,
416
  "step": 2900
417
  },
418
  {
419
  "epoch": 14.320388349514563,
420
+ "grad_norm": 10.461247444152832,
421
  "learning_rate": 2.614077669902913e-05,
422
+ "loss": 0.6074,
423
  "step": 2950
424
  },
425
  {
426
  "epoch": 14.563106796116505,
427
+ "grad_norm": 10.757479667663574,
428
  "learning_rate": 2.5736245954692555e-05,
429
+ "loss": 0.6354,
430
  "step": 3000
431
  },
432
  {
433
  "epoch": 14.805825242718447,
434
+ "grad_norm": 11.599132537841797,
435
  "learning_rate": 2.533171521035599e-05,
436
+ "loss": 0.6694,
437
  "step": 3050
438
  },
439
  {
440
  "epoch": 15.048543689320388,
441
+ "grad_norm": 8.085358619689941,
442
  "learning_rate": 2.492718446601942e-05,
443
+ "loss": 0.6306,
444
  "step": 3100
445
  },
446
  {
447
  "epoch": 15.29126213592233,
448
+ "grad_norm": 8.327988624572754,
449
  "learning_rate": 2.452265372168285e-05,
450
+ "loss": 0.4628,
451
  "step": 3150
452
  },
453
  {
454
  "epoch": 15.533980582524272,
455
+ "grad_norm": 8.545391082763672,
456
  "learning_rate": 2.411812297734628e-05,
457
+ "loss": 0.4915,
458
  "step": 3200
459
  },
460
  {
461
  "epoch": 15.776699029126213,
462
+ "grad_norm": 10.176375389099121,
463
  "learning_rate": 2.3713592233009708e-05,
464
+ "loss": 0.5105,
465
  "step": 3250
466
  },
467
  {
468
  "epoch": 16.019417475728154,
469
+ "grad_norm": 7.821159362792969,
470
  "learning_rate": 2.3309061488673138e-05,
471
+ "loss": 0.5055,
472
  "step": 3300
473
  },
474
  {
475
  "epoch": 16.262135922330096,
476
+ "grad_norm": 7.797800064086914,
477
  "learning_rate": 2.290453074433657e-05,
478
+ "loss": 0.3486,
479
  "step": 3350
480
  },
481
  {
482
  "epoch": 16.50485436893204,
483
+ "grad_norm": 8.497370719909668,
484
  "learning_rate": 2.25e-05,
485
+ "loss": 0.3627,
486
  "step": 3400
487
  },
488
  {
489
  "epoch": 16.74757281553398,
490
+ "grad_norm": 9.842249870300293,
491
  "learning_rate": 2.209546925566343e-05,
492
+ "loss": 0.3969,
493
  "step": 3450
494
  },
495
  {
496
  "epoch": 16.990291262135923,
497
+ "grad_norm": 10.705739974975586,
498
  "learning_rate": 2.169093851132686e-05,
499
+ "loss": 0.4028,
500
  "step": 3500
501
  }
502
  ],
 
517
  "attributes": {}
518
  }
519
  },
520
+ "total_flos": 1625237225472000.0,
521
  "train_batch_size": 4,
522
  "trial_name": null,
523
  "trial_params": null
checkpoints/checkpoint-3500/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7935e3b7629485cf26f624afe618b58a390d4c3c9c6dcf878b3ba9099ef1027b
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5c04ce53d557cd762ff77607aaadbd1248aaa177697662d9a21b90d444993b7
3
  size 5304
checkpoints/checkpoint-4000/config.json CHANGED
@@ -10,12 +10,12 @@
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
- "n_ctx": 1024,
14
- "n_embd": 768,
15
  "n_head": 2,
16
  "n_inner": null,
17
- "n_layer": 6,
18
- "n_positions": 1024,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
 
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
+ "n_ctx": 2048,
14
+ "n_embd": 1024,
15
  "n_head": 2,
16
  "n_inner": null,
17
+ "n_layer": 12,
18
+ "n_positions": 2048,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
checkpoints/checkpoint-4000/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b6dec913fb019f72d2b4e5ba61a3e03faf3f77c63613f93c6c44239205901dc9
3
- size 176343496
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1c104ff20a7d8e0674d2df872410a78a14262bdb171fe8770ebf6ad6cb47abe3
3
+ size 617130824
checkpoints/checkpoint-4000/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3e578e56f38303973d77fb3e27d42c6872cb40d601b37756b09c847fa9d0eb4a
3
- size 352735610
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:62e74ed7e1c6f81b24fe69e4ef050494e5a8e9227ed6983c8647dc5fbd0d0ade
3
+ size 1234355130
checkpoints/checkpoint-4000/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fb15039547827812ba56408e84af91a8186a7d1541bf239173c9fa71b57742c8
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b2997b95ac6c0d6711e7d18cba7213a8b49deca7976b4a4ecbf3d8da67023b1
3
  size 14244
checkpoints/checkpoint-4000/trainer_state.json CHANGED
@@ -11,562 +11,562 @@
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
- "grad_norm": 2.239194869995117,
15
  "learning_rate": 4.960355987055016e-05,
16
- "loss": 6.099,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
- "grad_norm": 3.8653194904327393,
22
  "learning_rate": 4.9199029126213595e-05,
23
- "loss": 5.6954,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
- "grad_norm": 4.652886867523193,
29
  "learning_rate": 4.879449838187702e-05,
30
- "loss": 5.3598,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
- "grad_norm": 5.048999309539795,
36
  "learning_rate": 4.8389967637540455e-05,
37
- "loss": 5.0982,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
- "grad_norm": 5.21944522857666,
43
  "learning_rate": 4.798543689320388e-05,
44
- "loss": 4.7456,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
- "grad_norm": 5.471007347106934,
50
  "learning_rate": 4.7580906148867315e-05,
51
- "loss": 4.6254,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
- "grad_norm": 5.345245838165283,
57
  "learning_rate": 4.717637540453075e-05,
58
- "loss": 4.5216,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
- "grad_norm": 5.54531192779541,
64
  "learning_rate": 4.6771844660194174e-05,
65
- "loss": 4.4353,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
- "grad_norm": 5.244582176208496,
71
  "learning_rate": 4.636731391585761e-05,
72
- "loss": 4.2444,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
- "grad_norm": 5.338261127471924,
78
  "learning_rate": 4.596278317152104e-05,
79
- "loss": 4.1915,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
- "grad_norm": 5.35228157043457,
85
  "learning_rate": 4.555825242718447e-05,
86
- "loss": 4.1612,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
- "grad_norm": 5.287161827087402,
92
  "learning_rate": 4.51537216828479e-05,
93
- "loss": 4.1322,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
- "grad_norm": 5.2932209968566895,
99
  "learning_rate": 4.4749190938511334e-05,
100
- "loss": 3.9684,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
- "grad_norm": 5.4360833168029785,
106
  "learning_rate": 4.434466019417476e-05,
107
- "loss": 3.8933,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
- "grad_norm": 5.5595221519470215,
113
  "learning_rate": 4.3940129449838194e-05,
114
- "loss": 3.9306,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
- "grad_norm": 5.540086269378662,
120
  "learning_rate": 4.353559870550162e-05,
121
- "loss": 3.9317,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
- "grad_norm": 5.567137718200684,
127
  "learning_rate": 4.313106796116505e-05,
128
- "loss": 3.8135,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
- "grad_norm": 6.00346040725708,
134
  "learning_rate": 4.272653721682848e-05,
135
- "loss": 3.6924,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
- "grad_norm": 5.635782718658447,
141
  "learning_rate": 4.232200647249191e-05,
142
- "loss": 3.7304,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
- "grad_norm": 5.9545440673828125,
148
  "learning_rate": 4.191747572815534e-05,
149
- "loss": 3.7471,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
- "grad_norm": 5.696166038513184,
155
  "learning_rate": 4.1512944983818774e-05,
156
- "loss": 3.6287,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
- "grad_norm": 5.844620704650879,
162
  "learning_rate": 4.11084142394822e-05,
163
- "loss": 3.5299,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
- "grad_norm": 6.373577117919922,
169
  "learning_rate": 4.0703883495145634e-05,
170
- "loss": 3.5285,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
- "grad_norm": 6.488651275634766,
176
  "learning_rate": 4.029935275080906e-05,
177
- "loss": 3.5789,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
- "grad_norm": 6.170980930328369,
183
  "learning_rate": 3.9894822006472494e-05,
184
- "loss": 3.494,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
- "grad_norm": 6.387782573699951,
190
  "learning_rate": 3.949029126213593e-05,
191
- "loss": 3.353,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
- "grad_norm": 6.718175888061523,
197
  "learning_rate": 3.9085760517799354e-05,
198
- "loss": 3.3521,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
- "grad_norm": 6.7870025634765625,
204
  "learning_rate": 3.868122977346279e-05,
205
- "loss": 3.3658,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
- "grad_norm": 6.513721466064453,
211
  "learning_rate": 3.827669902912622e-05,
212
- "loss": 3.3301,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
- "grad_norm": 7.0680036544799805,
218
  "learning_rate": 3.787216828478965e-05,
219
- "loss": 3.1289,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
- "grad_norm": 7.019896507263184,
225
  "learning_rate": 3.746763754045307e-05,
226
- "loss": 3.1878,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
- "grad_norm": 7.3232197761535645,
232
  "learning_rate": 3.7063106796116507e-05,
233
- "loss": 3.2006,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
- "grad_norm": 7.003912925720215,
239
  "learning_rate": 3.665857605177993e-05,
240
- "loss": 3.1737,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
- "grad_norm": 7.592433929443359,
246
  "learning_rate": 3.6254045307443366e-05,
247
- "loss": 2.9258,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
- "grad_norm": 7.629278182983398,
253
  "learning_rate": 3.584951456310679e-05,
254
- "loss": 2.9999,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
- "grad_norm": 8.137636184692383,
260
  "learning_rate": 3.5444983818770226e-05,
261
- "loss": 3.0155,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
- "grad_norm": 7.967227935791016,
267
  "learning_rate": 3.504045307443366e-05,
268
- "loss": 2.9945,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
- "grad_norm": 7.9910078048706055,
274
  "learning_rate": 3.4635922330097086e-05,
275
- "loss": 2.7456,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
- "grad_norm": 8.552720069885254,
281
  "learning_rate": 3.423139158576052e-05,
282
- "loss": 2.8071,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
- "grad_norm": 8.336930274963379,
288
  "learning_rate": 3.382686084142395e-05,
289
- "loss": 2.8117,
290
  "step": 2000
291
  },
292
  {
293
  "epoch": 9.951456310679612,
294
- "grad_norm": 8.636338233947754,
295
  "learning_rate": 3.342233009708738e-05,
296
- "loss": 2.8197,
297
  "step": 2050
298
  },
299
  {
300
  "epoch": 10.194174757281553,
301
- "grad_norm": 7.955165863037109,
302
  "learning_rate": 3.301779935275081e-05,
303
- "loss": 2.6245,
304
  "step": 2100
305
  },
306
  {
307
  "epoch": 10.436893203883495,
308
- "grad_norm": 8.679149627685547,
309
  "learning_rate": 3.2613268608414246e-05,
310
- "loss": 2.565,
311
  "step": 2150
312
  },
313
  {
314
  "epoch": 10.679611650485437,
315
- "grad_norm": 9.150839805603027,
316
  "learning_rate": 3.220873786407767e-05,
317
- "loss": 2.6258,
318
  "step": 2200
319
  },
320
  {
321
  "epoch": 10.922330097087379,
322
- "grad_norm": 9.2735013961792,
323
  "learning_rate": 3.1804207119741106e-05,
324
- "loss": 2.6439,
325
  "step": 2250
326
  },
327
  {
328
  "epoch": 11.16504854368932,
329
- "grad_norm": 8.620939254760742,
330
  "learning_rate": 3.139967637540453e-05,
331
- "loss": 2.4371,
332
  "step": 2300
333
  },
334
  {
335
  "epoch": 11.407766990291263,
336
- "grad_norm": 9.722040176391602,
337
  "learning_rate": 3.099514563106796e-05,
338
- "loss": 2.4074,
339
  "step": 2350
340
  },
341
  {
342
  "epoch": 11.650485436893204,
343
- "grad_norm": 9.200730323791504,
344
  "learning_rate": 3.059061488673139e-05,
345
- "loss": 2.4307,
346
  "step": 2400
347
  },
348
  {
349
  "epoch": 11.893203883495145,
350
- "grad_norm": 9.692273139953613,
351
  "learning_rate": 3.0186084142394822e-05,
352
- "loss": 2.424,
353
  "step": 2450
354
  },
355
  {
356
  "epoch": 12.135922330097088,
357
- "grad_norm": 9.822249412536621,
358
  "learning_rate": 2.9781553398058252e-05,
359
- "loss": 2.2862,
360
  "step": 2500
361
  },
362
  {
363
  "epoch": 12.37864077669903,
364
- "grad_norm": 9.919060707092285,
365
  "learning_rate": 2.9377022653721686e-05,
366
- "loss": 2.1913,
367
  "step": 2550
368
  },
369
  {
370
  "epoch": 12.62135922330097,
371
- "grad_norm": 9.181950569152832,
372
  "learning_rate": 2.8972491909385112e-05,
373
- "loss": 2.241,
374
  "step": 2600
375
  },
376
  {
377
  "epoch": 12.864077669902912,
378
- "grad_norm": 10.82077407836914,
379
  "learning_rate": 2.8567961165048546e-05,
380
- "loss": 2.2653,
381
  "step": 2650
382
  },
383
  {
384
  "epoch": 13.106796116504855,
385
- "grad_norm": 10.365830421447754,
386
  "learning_rate": 2.816343042071198e-05,
387
- "loss": 2.1352,
388
  "step": 2700
389
  },
390
  {
391
  "epoch": 13.349514563106796,
392
- "grad_norm": 10.073640823364258,
393
  "learning_rate": 2.7758899676375405e-05,
394
- "loss": 2.0227,
395
  "step": 2750
396
  },
397
  {
398
  "epoch": 13.592233009708737,
399
- "grad_norm": 10.520242691040039,
400
  "learning_rate": 2.735436893203884e-05,
401
- "loss": 2.0579,
402
  "step": 2800
403
  },
404
  {
405
  "epoch": 13.83495145631068,
406
- "grad_norm": 11.176478385925293,
407
  "learning_rate": 2.6949838187702265e-05,
408
- "loss": 2.0934,
409
  "step": 2850
410
  },
411
  {
412
  "epoch": 14.077669902912621,
413
- "grad_norm": 9.541868209838867,
414
  "learning_rate": 2.6545307443365695e-05,
415
- "loss": 2.0118,
416
  "step": 2900
417
  },
418
  {
419
  "epoch": 14.320388349514563,
420
- "grad_norm": 10.162981986999512,
421
  "learning_rate": 2.614077669902913e-05,
422
- "loss": 1.8624,
423
  "step": 2950
424
  },
425
  {
426
  "epoch": 14.563106796116505,
427
- "grad_norm": 10.51291275024414,
428
  "learning_rate": 2.5736245954692555e-05,
429
- "loss": 1.8979,
430
  "step": 3000
431
  },
432
  {
433
  "epoch": 14.805825242718447,
434
- "grad_norm": 11.316717147827148,
435
  "learning_rate": 2.533171521035599e-05,
436
- "loss": 1.915,
437
  "step": 3050
438
  },
439
  {
440
  "epoch": 15.048543689320388,
441
- "grad_norm": 9.184353828430176,
442
  "learning_rate": 2.492718446601942e-05,
443
- "loss": 1.885,
444
  "step": 3100
445
  },
446
  {
447
  "epoch": 15.29126213592233,
448
- "grad_norm": 10.70876693725586,
449
  "learning_rate": 2.452265372168285e-05,
450
- "loss": 1.7024,
451
  "step": 3150
452
  },
453
  {
454
  "epoch": 15.533980582524272,
455
- "grad_norm": 10.767953872680664,
456
  "learning_rate": 2.411812297734628e-05,
457
- "loss": 1.729,
458
  "step": 3200
459
  },
460
  {
461
  "epoch": 15.776699029126213,
462
- "grad_norm": 11.83687973022461,
463
  "learning_rate": 2.3713592233009708e-05,
464
- "loss": 1.7697,
465
  "step": 3250
466
  },
467
  {
468
  "epoch": 16.019417475728154,
469
- "grad_norm": 9.888689994812012,
470
  "learning_rate": 2.3309061488673138e-05,
471
- "loss": 1.7605,
472
  "step": 3300
473
  },
474
  {
475
  "epoch": 16.262135922330096,
476
- "grad_norm": 9.394012451171875,
477
  "learning_rate": 2.290453074433657e-05,
478
- "loss": 1.5389,
479
  "step": 3350
480
  },
481
  {
482
  "epoch": 16.50485436893204,
483
- "grad_norm": 11.3172025680542,
484
  "learning_rate": 2.25e-05,
485
- "loss": 1.5836,
486
  "step": 3400
487
  },
488
  {
489
  "epoch": 16.74757281553398,
490
- "grad_norm": 11.000115394592285,
491
  "learning_rate": 2.209546925566343e-05,
492
- "loss": 1.6398,
493
  "step": 3450
494
  },
495
  {
496
  "epoch": 16.990291262135923,
497
- "grad_norm": 11.453404426574707,
498
  "learning_rate": 2.169093851132686e-05,
499
- "loss": 1.6466,
500
  "step": 3500
501
  },
502
  {
503
  "epoch": 17.233009708737864,
504
- "grad_norm": 11.012279510498047,
505
  "learning_rate": 2.1286407766990295e-05,
506
- "loss": 1.4434,
507
  "step": 3550
508
  },
509
  {
510
  "epoch": 17.475728155339805,
511
- "grad_norm": 11.989383697509766,
512
  "learning_rate": 2.0881877022653725e-05,
513
- "loss": 1.4708,
514
  "step": 3600
515
  },
516
  {
517
  "epoch": 17.718446601941746,
518
- "grad_norm": 12.47008991241455,
519
  "learning_rate": 2.047734627831715e-05,
520
- "loss": 1.4783,
521
  "step": 3650
522
  },
523
  {
524
  "epoch": 17.96116504854369,
525
- "grad_norm": 10.983756065368652,
526
  "learning_rate": 2.007281553398058e-05,
527
- "loss": 1.4839,
528
  "step": 3700
529
  },
530
  {
531
  "epoch": 18.203883495145632,
532
- "grad_norm": 9.582510948181152,
533
  "learning_rate": 1.9668284789644014e-05,
534
- "loss": 1.3226,
535
  "step": 3750
536
  },
537
  {
538
  "epoch": 18.446601941747574,
539
- "grad_norm": 11.663228034973145,
540
  "learning_rate": 1.9263754045307444e-05,
541
- "loss": 1.3522,
542
  "step": 3800
543
  },
544
  {
545
  "epoch": 18.689320388349515,
546
- "grad_norm": 11.278139114379883,
547
  "learning_rate": 1.8859223300970874e-05,
548
- "loss": 1.3753,
549
  "step": 3850
550
  },
551
  {
552
  "epoch": 18.932038834951456,
553
- "grad_norm": 10.586488723754883,
554
  "learning_rate": 1.8454692556634304e-05,
555
- "loss": 1.3774,
556
  "step": 3900
557
  },
558
  {
559
  "epoch": 19.174757281553397,
560
- "grad_norm": 11.243274688720703,
561
  "learning_rate": 1.8050161812297738e-05,
562
- "loss": 1.2506,
563
  "step": 3950
564
  },
565
  {
566
  "epoch": 19.41747572815534,
567
- "grad_norm": 10.601967811584473,
568
  "learning_rate": 1.7645631067961167e-05,
569
- "loss": 1.2276,
570
  "step": 4000
571
  }
572
  ],
@@ -587,7 +587,7 @@
587
  "attributes": {}
588
  }
589
  },
590
- "total_flos": 522593501184000.0,
591
  "train_batch_size": 4,
592
  "trial_name": null,
593
  "trial_params": null
 
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
+ "grad_norm": 2.8362834453582764,
15
  "learning_rate": 4.960355987055016e-05,
16
+ "loss": 6.0742,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
+ "grad_norm": 2.9484496116638184,
22
  "learning_rate": 4.9199029126213595e-05,
23
+ "loss": 5.7218,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
+ "grad_norm": 3.542572259902954,
29
  "learning_rate": 4.879449838187702e-05,
30
+ "loss": 5.4227,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
+ "grad_norm": 4.634098052978516,
36
  "learning_rate": 4.8389967637540455e-05,
37
+ "loss": 5.1655,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
+ "grad_norm": 5.699330806732178,
43
  "learning_rate": 4.798543689320388e-05,
44
+ "loss": 4.8009,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
+ "grad_norm": 5.711933135986328,
50
  "learning_rate": 4.7580906148867315e-05,
51
+ "loss": 4.607,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
+ "grad_norm": 5.113691806793213,
57
  "learning_rate": 4.717637540453075e-05,
58
+ "loss": 4.462,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
+ "grad_norm": 5.632521152496338,
64
  "learning_rate": 4.6771844660194174e-05,
65
+ "loss": 4.3695,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
+ "grad_norm": 5.428906440734863,
71
  "learning_rate": 4.636731391585761e-05,
72
+ "loss": 4.1549,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
+ "grad_norm": 5.037013530731201,
78
  "learning_rate": 4.596278317152104e-05,
79
+ "loss": 4.0921,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
+ "grad_norm": 5.231846809387207,
85
  "learning_rate": 4.555825242718447e-05,
86
+ "loss": 4.0662,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
+ "grad_norm": 5.506278038024902,
92
  "learning_rate": 4.51537216828479e-05,
93
+ "loss": 4.0403,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
+ "grad_norm": 5.410216331481934,
99
  "learning_rate": 4.4749190938511334e-05,
100
+ "loss": 3.8375,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
+ "grad_norm": 5.637699127197266,
106
  "learning_rate": 4.434466019417476e-05,
107
+ "loss": 3.7473,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
+ "grad_norm": 5.575273513793945,
113
  "learning_rate": 4.3940129449838194e-05,
114
+ "loss": 3.7835,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
+ "grad_norm": 5.737198352813721,
120
  "learning_rate": 4.353559870550162e-05,
121
+ "loss": 3.7919,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
+ "grad_norm": 5.645532608032227,
127
  "learning_rate": 4.313106796116505e-05,
128
+ "loss": 3.6425,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
+ "grad_norm": 6.308927059173584,
134
  "learning_rate": 4.272653721682848e-05,
135
+ "loss": 3.4785,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
+ "grad_norm": 5.863094329833984,
141
  "learning_rate": 4.232200647249191e-05,
142
+ "loss": 3.5268,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
+ "grad_norm": 6.120258331298828,
148
  "learning_rate": 4.191747572815534e-05,
149
+ "loss": 3.5296,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
+ "grad_norm": 6.231515884399414,
155
  "learning_rate": 4.1512944983818774e-05,
156
+ "loss": 3.3802,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
+ "grad_norm": 6.211188316345215,
162
  "learning_rate": 4.11084142394822e-05,
163
+ "loss": 3.2148,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
+ "grad_norm": 6.8676934242248535,
169
  "learning_rate": 4.0703883495145634e-05,
170
+ "loss": 3.2111,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
+ "grad_norm": 6.851133346557617,
176
  "learning_rate": 4.029935275080906e-05,
177
+ "loss": 3.2771,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
+ "grad_norm": 6.708765506744385,
183
  "learning_rate": 3.9894822006472494e-05,
184
+ "loss": 3.1587,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
+ "grad_norm": 7.136553764343262,
190
  "learning_rate": 3.949029126213593e-05,
191
+ "loss": 2.9192,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
+ "grad_norm": 7.370823383331299,
197
  "learning_rate": 3.9085760517799354e-05,
198
+ "loss": 2.922,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
+ "grad_norm": 7.630361557006836,
204
  "learning_rate": 3.868122977346279e-05,
205
+ "loss": 2.9417,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
+ "grad_norm": 7.765511989593506,
211
  "learning_rate": 3.827669902912622e-05,
212
+ "loss": 2.8669,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
+ "grad_norm": 7.85439920425415,
218
  "learning_rate": 3.787216828478965e-05,
219
+ "loss": 2.5412,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
+ "grad_norm": 8.064071655273438,
225
  "learning_rate": 3.746763754045307e-05,
226
+ "loss": 2.6131,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
+ "grad_norm": 8.692522048950195,
232
  "learning_rate": 3.7063106796116507e-05,
233
+ "loss": 2.6356,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
+ "grad_norm": 8.012410163879395,
239
  "learning_rate": 3.665857605177993e-05,
240
+ "loss": 2.599,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
+ "grad_norm": 8.6799898147583,
246
  "learning_rate": 3.6254045307443366e-05,
247
+ "loss": 2.1992,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
+ "grad_norm": 8.963507652282715,
253
  "learning_rate": 3.584951456310679e-05,
254
+ "loss": 2.2701,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
+ "grad_norm": 9.833822250366211,
260
  "learning_rate": 3.5444983818770226e-05,
261
+ "loss": 2.2837,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
+ "grad_norm": 9.47242259979248,
267
  "learning_rate": 3.504045307443366e-05,
268
+ "loss": 2.2854,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
+ "grad_norm": 8.856402397155762,
274
  "learning_rate": 3.4635922330097086e-05,
275
+ "loss": 1.8862,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
+ "grad_norm": 9.948341369628906,
281
  "learning_rate": 3.423139158576052e-05,
282
+ "loss": 1.922,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
+ "grad_norm": 10.28939151763916,
288
  "learning_rate": 3.382686084142395e-05,
289
+ "loss": 1.9622,
290
  "step": 2000
291
  },
292
  {
293
  "epoch": 9.951456310679612,
294
+ "grad_norm": 10.114766120910645,
295
  "learning_rate": 3.342233009708738e-05,
296
+ "loss": 1.9741,
297
  "step": 2050
298
  },
299
  {
300
  "epoch": 10.194174757281553,
301
+ "grad_norm": 9.489270210266113,
302
  "learning_rate": 3.301779935275081e-05,
303
+ "loss": 1.6509,
304
  "step": 2100
305
  },
306
  {
307
  "epoch": 10.436893203883495,
308
+ "grad_norm": 10.16482162475586,
309
  "learning_rate": 3.2613268608414246e-05,
310
+ "loss": 1.5883,
311
  "step": 2150
312
  },
313
  {
314
  "epoch": 10.679611650485437,
315
+ "grad_norm": 11.778059005737305,
316
  "learning_rate": 3.220873786407767e-05,
317
+ "loss": 1.6234,
318
  "step": 2200
319
  },
320
  {
321
  "epoch": 10.922330097087379,
322
+ "grad_norm": 10.798454284667969,
323
  "learning_rate": 3.1804207119741106e-05,
324
+ "loss": 1.667,
325
  "step": 2250
326
  },
327
  {
328
  "epoch": 11.16504854368932,
329
+ "grad_norm": 9.751585006713867,
330
  "learning_rate": 3.139967637540453e-05,
331
+ "loss": 1.3785,
332
  "step": 2300
333
  },
334
  {
335
  "epoch": 11.407766990291263,
336
+ "grad_norm": 10.266364097595215,
337
  "learning_rate": 3.099514563106796e-05,
338
+ "loss": 1.2956,
339
  "step": 2350
340
  },
341
  {
342
  "epoch": 11.650485436893204,
343
+ "grad_norm": 10.660856246948242,
344
  "learning_rate": 3.059061488673139e-05,
345
+ "loss": 1.3321,
346
  "step": 2400
347
  },
348
  {
349
  "epoch": 11.893203883495145,
350
+ "grad_norm": 10.896187782287598,
351
  "learning_rate": 3.0186084142394822e-05,
352
+ "loss": 1.3533,
353
  "step": 2450
354
  },
355
  {
356
  "epoch": 12.135922330097088,
357
+ "grad_norm": 10.952502250671387,
358
  "learning_rate": 2.9781553398058252e-05,
359
+ "loss": 1.1486,
360
  "step": 2500
361
  },
362
  {
363
  "epoch": 12.37864077669903,
364
+ "grad_norm": 10.766463279724121,
365
  "learning_rate": 2.9377022653721686e-05,
366
+ "loss": 1.0227,
367
  "step": 2550
368
  },
369
  {
370
  "epoch": 12.62135922330097,
371
+ "grad_norm": 9.385764122009277,
372
  "learning_rate": 2.8972491909385112e-05,
373
+ "loss": 1.0651,
374
  "step": 2600
375
  },
376
  {
377
  "epoch": 12.864077669902912,
378
+ "grad_norm": 11.573925018310547,
379
  "learning_rate": 2.8567961165048546e-05,
380
+ "loss": 1.1013,
381
  "step": 2650
382
  },
383
  {
384
  "epoch": 13.106796116504855,
385
+ "grad_norm": 10.138091087341309,
386
  "learning_rate": 2.816343042071198e-05,
387
+ "loss": 0.9545,
388
  "step": 2700
389
  },
390
  {
391
  "epoch": 13.349514563106796,
392
+ "grad_norm": 9.867119789123535,
393
  "learning_rate": 2.7758899676375405e-05,
394
+ "loss": 0.7892,
395
  "step": 2750
396
  },
397
  {
398
  "epoch": 13.592233009708737,
399
+ "grad_norm": 10.443971633911133,
400
  "learning_rate": 2.735436893203884e-05,
401
+ "loss": 0.8432,
402
  "step": 2800
403
  },
404
  {
405
  "epoch": 13.83495145631068,
406
+ "grad_norm": 10.633298873901367,
407
  "learning_rate": 2.6949838187702265e-05,
408
+ "loss": 0.8543,
409
  "step": 2850
410
  },
411
  {
412
  "epoch": 14.077669902912621,
413
+ "grad_norm": 8.640830039978027,
414
  "learning_rate": 2.6545307443365695e-05,
415
+ "loss": 0.7751,
416
  "step": 2900
417
  },
418
  {
419
  "epoch": 14.320388349514563,
420
+ "grad_norm": 10.461247444152832,
421
  "learning_rate": 2.614077669902913e-05,
422
+ "loss": 0.6074,
423
  "step": 2950
424
  },
425
  {
426
  "epoch": 14.563106796116505,
427
+ "grad_norm": 10.757479667663574,
428
  "learning_rate": 2.5736245954692555e-05,
429
+ "loss": 0.6354,
430
  "step": 3000
431
  },
432
  {
433
  "epoch": 14.805825242718447,
434
+ "grad_norm": 11.599132537841797,
435
  "learning_rate": 2.533171521035599e-05,
436
+ "loss": 0.6694,
437
  "step": 3050
438
  },
439
  {
440
  "epoch": 15.048543689320388,
441
+ "grad_norm": 8.085358619689941,
442
  "learning_rate": 2.492718446601942e-05,
443
+ "loss": 0.6306,
444
  "step": 3100
445
  },
446
  {
447
  "epoch": 15.29126213592233,
448
+ "grad_norm": 8.327988624572754,
449
  "learning_rate": 2.452265372168285e-05,
450
+ "loss": 0.4628,
451
  "step": 3150
452
  },
453
  {
454
  "epoch": 15.533980582524272,
455
+ "grad_norm": 8.545391082763672,
456
  "learning_rate": 2.411812297734628e-05,
457
+ "loss": 0.4915,
458
  "step": 3200
459
  },
460
  {
461
  "epoch": 15.776699029126213,
462
+ "grad_norm": 10.176375389099121,
463
  "learning_rate": 2.3713592233009708e-05,
464
+ "loss": 0.5105,
465
  "step": 3250
466
  },
467
  {
468
  "epoch": 16.019417475728154,
469
+ "grad_norm": 7.821159362792969,
470
  "learning_rate": 2.3309061488673138e-05,
471
+ "loss": 0.5055,
472
  "step": 3300
473
  },
474
  {
475
  "epoch": 16.262135922330096,
476
+ "grad_norm": 7.797800064086914,
477
  "learning_rate": 2.290453074433657e-05,
478
+ "loss": 0.3486,
479
  "step": 3350
480
  },
481
  {
482
  "epoch": 16.50485436893204,
483
+ "grad_norm": 8.497370719909668,
484
  "learning_rate": 2.25e-05,
485
+ "loss": 0.3627,
486
  "step": 3400
487
  },
488
  {
489
  "epoch": 16.74757281553398,
490
+ "grad_norm": 9.842249870300293,
491
  "learning_rate": 2.209546925566343e-05,
492
+ "loss": 0.3969,
493
  "step": 3450
494
  },
495
  {
496
  "epoch": 16.990291262135923,
497
+ "grad_norm": 10.705739974975586,
498
  "learning_rate": 2.169093851132686e-05,
499
+ "loss": 0.4028,
500
  "step": 3500
501
  },
502
  {
503
  "epoch": 17.233009708737864,
504
+ "grad_norm": 7.950681686401367,
505
  "learning_rate": 2.1286407766990295e-05,
506
+ "loss": 0.284,
507
  "step": 3550
508
  },
509
  {
510
  "epoch": 17.475728155339805,
511
+ "grad_norm": 8.526535034179688,
512
  "learning_rate": 2.0881877022653725e-05,
513
+ "loss": 0.2934,
514
  "step": 3600
515
  },
516
  {
517
  "epoch": 17.718446601941746,
518
+ "grad_norm": 8.999290466308594,
519
  "learning_rate": 2.047734627831715e-05,
520
+ "loss": 0.2964,
521
  "step": 3650
522
  },
523
  {
524
  "epoch": 17.96116504854369,
525
+ "grad_norm": 9.228137969970703,
526
  "learning_rate": 2.007281553398058e-05,
527
+ "loss": 0.311,
528
  "step": 3700
529
  },
530
  {
531
  "epoch": 18.203883495145632,
532
+ "grad_norm": 6.715802192687988,
533
  "learning_rate": 1.9668284789644014e-05,
534
+ "loss": 0.2263,
535
  "step": 3750
536
  },
537
  {
538
  "epoch": 18.446601941747574,
539
+ "grad_norm": 7.834264278411865,
540
  "learning_rate": 1.9263754045307444e-05,
541
+ "loss": 0.2293,
542
  "step": 3800
543
  },
544
  {
545
  "epoch": 18.689320388349515,
546
+ "grad_norm": 6.83228874206543,
547
  "learning_rate": 1.8859223300970874e-05,
548
+ "loss": 0.2392,
549
  "step": 3850
550
  },
551
  {
552
  "epoch": 18.932038834951456,
553
+ "grad_norm": 8.507209777832031,
554
  "learning_rate": 1.8454692556634304e-05,
555
+ "loss": 0.2377,
556
  "step": 3900
557
  },
558
  {
559
  "epoch": 19.174757281553397,
560
+ "grad_norm": 6.565855026245117,
561
  "learning_rate": 1.8050161812297738e-05,
562
+ "loss": 0.1905,
563
  "step": 3950
564
  },
565
  {
566
  "epoch": 19.41747572815534,
567
+ "grad_norm": 7.470388889312744,
568
  "learning_rate": 1.7645631067961167e-05,
569
+ "loss": 0.1846,
570
  "step": 4000
571
  }
572
  ],
 
587
  "attributes": {}
588
  }
589
  },
590
+ "total_flos": 1857413971968000.0,
591
  "train_batch_size": 4,
592
  "trial_name": null,
593
  "trial_params": null
checkpoints/checkpoint-4000/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7935e3b7629485cf26f624afe618b58a390d4c3c9c6dcf878b3ba9099ef1027b
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5c04ce53d557cd762ff77607aaadbd1248aaa177697662d9a21b90d444993b7
3
  size 5304
checkpoints/checkpoint-4500/config.json CHANGED
@@ -10,12 +10,12 @@
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
- "n_ctx": 1024,
14
- "n_embd": 768,
15
  "n_head": 2,
16
  "n_inner": null,
17
- "n_layer": 6,
18
- "n_positions": 1024,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
 
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
+ "n_ctx": 2048,
14
+ "n_embd": 1024,
15
  "n_head": 2,
16
  "n_inner": null,
17
+ "n_layer": 12,
18
+ "n_positions": 2048,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
checkpoints/checkpoint-4500/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b51a1bf42be97dd74f6362135ec6a10b42f4ea2ee64da3e8045792e198567c0d
3
- size 176343496
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ebb0541da09e5cfb609d483adeef00bc2ad0501c3ae4444273ec13e5ec19556b
3
+ size 617130824
checkpoints/checkpoint-4500/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c5627ce537e783ab06ced7a600ccfa407d8fc413d26712840d8afd6f239fb207
3
- size 352735610
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dc325834365b49ed70544206aee634b00dc3bc67405ea69b0c181cd595db3143
3
+ size 1234355130
checkpoints/checkpoint-4500/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6f8adba1ade46806b0e67f011b8bb3e651b7163059c44b5b3173df73c2b84a59
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6ba93584c0da2ef2f3f0c556dbddf6f03b4d82613be3aa5b8fb3c23d16b4d966
3
  size 14244
checkpoints/checkpoint-4500/trainer_state.json CHANGED
@@ -11,632 +11,632 @@
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
- "grad_norm": 2.239194869995117,
15
  "learning_rate": 4.960355987055016e-05,
16
- "loss": 6.099,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
- "grad_norm": 3.8653194904327393,
22
  "learning_rate": 4.9199029126213595e-05,
23
- "loss": 5.6954,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
- "grad_norm": 4.652886867523193,
29
  "learning_rate": 4.879449838187702e-05,
30
- "loss": 5.3598,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
- "grad_norm": 5.048999309539795,
36
  "learning_rate": 4.8389967637540455e-05,
37
- "loss": 5.0982,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
- "grad_norm": 5.21944522857666,
43
  "learning_rate": 4.798543689320388e-05,
44
- "loss": 4.7456,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
- "grad_norm": 5.471007347106934,
50
  "learning_rate": 4.7580906148867315e-05,
51
- "loss": 4.6254,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
- "grad_norm": 5.345245838165283,
57
  "learning_rate": 4.717637540453075e-05,
58
- "loss": 4.5216,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
- "grad_norm": 5.54531192779541,
64
  "learning_rate": 4.6771844660194174e-05,
65
- "loss": 4.4353,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
- "grad_norm": 5.244582176208496,
71
  "learning_rate": 4.636731391585761e-05,
72
- "loss": 4.2444,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
- "grad_norm": 5.338261127471924,
78
  "learning_rate": 4.596278317152104e-05,
79
- "loss": 4.1915,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
- "grad_norm": 5.35228157043457,
85
  "learning_rate": 4.555825242718447e-05,
86
- "loss": 4.1612,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
- "grad_norm": 5.287161827087402,
92
  "learning_rate": 4.51537216828479e-05,
93
- "loss": 4.1322,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
- "grad_norm": 5.2932209968566895,
99
  "learning_rate": 4.4749190938511334e-05,
100
- "loss": 3.9684,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
- "grad_norm": 5.4360833168029785,
106
  "learning_rate": 4.434466019417476e-05,
107
- "loss": 3.8933,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
- "grad_norm": 5.5595221519470215,
113
  "learning_rate": 4.3940129449838194e-05,
114
- "loss": 3.9306,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
- "grad_norm": 5.540086269378662,
120
  "learning_rate": 4.353559870550162e-05,
121
- "loss": 3.9317,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
- "grad_norm": 5.567137718200684,
127
  "learning_rate": 4.313106796116505e-05,
128
- "loss": 3.8135,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
- "grad_norm": 6.00346040725708,
134
  "learning_rate": 4.272653721682848e-05,
135
- "loss": 3.6924,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
- "grad_norm": 5.635782718658447,
141
  "learning_rate": 4.232200647249191e-05,
142
- "loss": 3.7304,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
- "grad_norm": 5.9545440673828125,
148
  "learning_rate": 4.191747572815534e-05,
149
- "loss": 3.7471,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
- "grad_norm": 5.696166038513184,
155
  "learning_rate": 4.1512944983818774e-05,
156
- "loss": 3.6287,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
- "grad_norm": 5.844620704650879,
162
  "learning_rate": 4.11084142394822e-05,
163
- "loss": 3.5299,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
- "grad_norm": 6.373577117919922,
169
  "learning_rate": 4.0703883495145634e-05,
170
- "loss": 3.5285,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
- "grad_norm": 6.488651275634766,
176
  "learning_rate": 4.029935275080906e-05,
177
- "loss": 3.5789,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
- "grad_norm": 6.170980930328369,
183
  "learning_rate": 3.9894822006472494e-05,
184
- "loss": 3.494,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
- "grad_norm": 6.387782573699951,
190
  "learning_rate": 3.949029126213593e-05,
191
- "loss": 3.353,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
- "grad_norm": 6.718175888061523,
197
  "learning_rate": 3.9085760517799354e-05,
198
- "loss": 3.3521,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
- "grad_norm": 6.7870025634765625,
204
  "learning_rate": 3.868122977346279e-05,
205
- "loss": 3.3658,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
- "grad_norm": 6.513721466064453,
211
  "learning_rate": 3.827669902912622e-05,
212
- "loss": 3.3301,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
- "grad_norm": 7.0680036544799805,
218
  "learning_rate": 3.787216828478965e-05,
219
- "loss": 3.1289,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
- "grad_norm": 7.019896507263184,
225
  "learning_rate": 3.746763754045307e-05,
226
- "loss": 3.1878,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
- "grad_norm": 7.3232197761535645,
232
  "learning_rate": 3.7063106796116507e-05,
233
- "loss": 3.2006,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
- "grad_norm": 7.003912925720215,
239
  "learning_rate": 3.665857605177993e-05,
240
- "loss": 3.1737,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
- "grad_norm": 7.592433929443359,
246
  "learning_rate": 3.6254045307443366e-05,
247
- "loss": 2.9258,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
- "grad_norm": 7.629278182983398,
253
  "learning_rate": 3.584951456310679e-05,
254
- "loss": 2.9999,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
- "grad_norm": 8.137636184692383,
260
  "learning_rate": 3.5444983818770226e-05,
261
- "loss": 3.0155,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
- "grad_norm": 7.967227935791016,
267
  "learning_rate": 3.504045307443366e-05,
268
- "loss": 2.9945,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
- "grad_norm": 7.9910078048706055,
274
  "learning_rate": 3.4635922330097086e-05,
275
- "loss": 2.7456,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
- "grad_norm": 8.552720069885254,
281
  "learning_rate": 3.423139158576052e-05,
282
- "loss": 2.8071,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
- "grad_norm": 8.336930274963379,
288
  "learning_rate": 3.382686084142395e-05,
289
- "loss": 2.8117,
290
  "step": 2000
291
  },
292
  {
293
  "epoch": 9.951456310679612,
294
- "grad_norm": 8.636338233947754,
295
  "learning_rate": 3.342233009708738e-05,
296
- "loss": 2.8197,
297
  "step": 2050
298
  },
299
  {
300
  "epoch": 10.194174757281553,
301
- "grad_norm": 7.955165863037109,
302
  "learning_rate": 3.301779935275081e-05,
303
- "loss": 2.6245,
304
  "step": 2100
305
  },
306
  {
307
  "epoch": 10.436893203883495,
308
- "grad_norm": 8.679149627685547,
309
  "learning_rate": 3.2613268608414246e-05,
310
- "loss": 2.565,
311
  "step": 2150
312
  },
313
  {
314
  "epoch": 10.679611650485437,
315
- "grad_norm": 9.150839805603027,
316
  "learning_rate": 3.220873786407767e-05,
317
- "loss": 2.6258,
318
  "step": 2200
319
  },
320
  {
321
  "epoch": 10.922330097087379,
322
- "grad_norm": 9.2735013961792,
323
  "learning_rate": 3.1804207119741106e-05,
324
- "loss": 2.6439,
325
  "step": 2250
326
  },
327
  {
328
  "epoch": 11.16504854368932,
329
- "grad_norm": 8.620939254760742,
330
  "learning_rate": 3.139967637540453e-05,
331
- "loss": 2.4371,
332
  "step": 2300
333
  },
334
  {
335
  "epoch": 11.407766990291263,
336
- "grad_norm": 9.722040176391602,
337
  "learning_rate": 3.099514563106796e-05,
338
- "loss": 2.4074,
339
  "step": 2350
340
  },
341
  {
342
  "epoch": 11.650485436893204,
343
- "grad_norm": 9.200730323791504,
344
  "learning_rate": 3.059061488673139e-05,
345
- "loss": 2.4307,
346
  "step": 2400
347
  },
348
  {
349
  "epoch": 11.893203883495145,
350
- "grad_norm": 9.692273139953613,
351
  "learning_rate": 3.0186084142394822e-05,
352
- "loss": 2.424,
353
  "step": 2450
354
  },
355
  {
356
  "epoch": 12.135922330097088,
357
- "grad_norm": 9.822249412536621,
358
  "learning_rate": 2.9781553398058252e-05,
359
- "loss": 2.2862,
360
  "step": 2500
361
  },
362
  {
363
  "epoch": 12.37864077669903,
364
- "grad_norm": 9.919060707092285,
365
  "learning_rate": 2.9377022653721686e-05,
366
- "loss": 2.1913,
367
  "step": 2550
368
  },
369
  {
370
  "epoch": 12.62135922330097,
371
- "grad_norm": 9.181950569152832,
372
  "learning_rate": 2.8972491909385112e-05,
373
- "loss": 2.241,
374
  "step": 2600
375
  },
376
  {
377
  "epoch": 12.864077669902912,
378
- "grad_norm": 10.82077407836914,
379
  "learning_rate": 2.8567961165048546e-05,
380
- "loss": 2.2653,
381
  "step": 2650
382
  },
383
  {
384
  "epoch": 13.106796116504855,
385
- "grad_norm": 10.365830421447754,
386
  "learning_rate": 2.816343042071198e-05,
387
- "loss": 2.1352,
388
  "step": 2700
389
  },
390
  {
391
  "epoch": 13.349514563106796,
392
- "grad_norm": 10.073640823364258,
393
  "learning_rate": 2.7758899676375405e-05,
394
- "loss": 2.0227,
395
  "step": 2750
396
  },
397
  {
398
  "epoch": 13.592233009708737,
399
- "grad_norm": 10.520242691040039,
400
  "learning_rate": 2.735436893203884e-05,
401
- "loss": 2.0579,
402
  "step": 2800
403
  },
404
  {
405
  "epoch": 13.83495145631068,
406
- "grad_norm": 11.176478385925293,
407
  "learning_rate": 2.6949838187702265e-05,
408
- "loss": 2.0934,
409
  "step": 2850
410
  },
411
  {
412
  "epoch": 14.077669902912621,
413
- "grad_norm": 9.541868209838867,
414
  "learning_rate": 2.6545307443365695e-05,
415
- "loss": 2.0118,
416
  "step": 2900
417
  },
418
  {
419
  "epoch": 14.320388349514563,
420
- "grad_norm": 10.162981986999512,
421
  "learning_rate": 2.614077669902913e-05,
422
- "loss": 1.8624,
423
  "step": 2950
424
  },
425
  {
426
  "epoch": 14.563106796116505,
427
- "grad_norm": 10.51291275024414,
428
  "learning_rate": 2.5736245954692555e-05,
429
- "loss": 1.8979,
430
  "step": 3000
431
  },
432
  {
433
  "epoch": 14.805825242718447,
434
- "grad_norm": 11.316717147827148,
435
  "learning_rate": 2.533171521035599e-05,
436
- "loss": 1.915,
437
  "step": 3050
438
  },
439
  {
440
  "epoch": 15.048543689320388,
441
- "grad_norm": 9.184353828430176,
442
  "learning_rate": 2.492718446601942e-05,
443
- "loss": 1.885,
444
  "step": 3100
445
  },
446
  {
447
  "epoch": 15.29126213592233,
448
- "grad_norm": 10.70876693725586,
449
  "learning_rate": 2.452265372168285e-05,
450
- "loss": 1.7024,
451
  "step": 3150
452
  },
453
  {
454
  "epoch": 15.533980582524272,
455
- "grad_norm": 10.767953872680664,
456
  "learning_rate": 2.411812297734628e-05,
457
- "loss": 1.729,
458
  "step": 3200
459
  },
460
  {
461
  "epoch": 15.776699029126213,
462
- "grad_norm": 11.83687973022461,
463
  "learning_rate": 2.3713592233009708e-05,
464
- "loss": 1.7697,
465
  "step": 3250
466
  },
467
  {
468
  "epoch": 16.019417475728154,
469
- "grad_norm": 9.888689994812012,
470
  "learning_rate": 2.3309061488673138e-05,
471
- "loss": 1.7605,
472
  "step": 3300
473
  },
474
  {
475
  "epoch": 16.262135922330096,
476
- "grad_norm": 9.394012451171875,
477
  "learning_rate": 2.290453074433657e-05,
478
- "loss": 1.5389,
479
  "step": 3350
480
  },
481
  {
482
  "epoch": 16.50485436893204,
483
- "grad_norm": 11.3172025680542,
484
  "learning_rate": 2.25e-05,
485
- "loss": 1.5836,
486
  "step": 3400
487
  },
488
  {
489
  "epoch": 16.74757281553398,
490
- "grad_norm": 11.000115394592285,
491
  "learning_rate": 2.209546925566343e-05,
492
- "loss": 1.6398,
493
  "step": 3450
494
  },
495
  {
496
  "epoch": 16.990291262135923,
497
- "grad_norm": 11.453404426574707,
498
  "learning_rate": 2.169093851132686e-05,
499
- "loss": 1.6466,
500
  "step": 3500
501
  },
502
  {
503
  "epoch": 17.233009708737864,
504
- "grad_norm": 11.012279510498047,
505
  "learning_rate": 2.1286407766990295e-05,
506
- "loss": 1.4434,
507
  "step": 3550
508
  },
509
  {
510
  "epoch": 17.475728155339805,
511
- "grad_norm": 11.989383697509766,
512
  "learning_rate": 2.0881877022653725e-05,
513
- "loss": 1.4708,
514
  "step": 3600
515
  },
516
  {
517
  "epoch": 17.718446601941746,
518
- "grad_norm": 12.47008991241455,
519
  "learning_rate": 2.047734627831715e-05,
520
- "loss": 1.4783,
521
  "step": 3650
522
  },
523
  {
524
  "epoch": 17.96116504854369,
525
- "grad_norm": 10.983756065368652,
526
  "learning_rate": 2.007281553398058e-05,
527
- "loss": 1.4839,
528
  "step": 3700
529
  },
530
  {
531
  "epoch": 18.203883495145632,
532
- "grad_norm": 9.582510948181152,
533
  "learning_rate": 1.9668284789644014e-05,
534
- "loss": 1.3226,
535
  "step": 3750
536
  },
537
  {
538
  "epoch": 18.446601941747574,
539
- "grad_norm": 11.663228034973145,
540
  "learning_rate": 1.9263754045307444e-05,
541
- "loss": 1.3522,
542
  "step": 3800
543
  },
544
  {
545
  "epoch": 18.689320388349515,
546
- "grad_norm": 11.278139114379883,
547
  "learning_rate": 1.8859223300970874e-05,
548
- "loss": 1.3753,
549
  "step": 3850
550
  },
551
  {
552
  "epoch": 18.932038834951456,
553
- "grad_norm": 10.586488723754883,
554
  "learning_rate": 1.8454692556634304e-05,
555
- "loss": 1.3774,
556
  "step": 3900
557
  },
558
  {
559
  "epoch": 19.174757281553397,
560
- "grad_norm": 11.243274688720703,
561
  "learning_rate": 1.8050161812297738e-05,
562
- "loss": 1.2506,
563
  "step": 3950
564
  },
565
  {
566
  "epoch": 19.41747572815534,
567
- "grad_norm": 10.601967811584473,
568
  "learning_rate": 1.7645631067961167e-05,
569
- "loss": 1.2276,
570
  "step": 4000
571
  },
572
  {
573
  "epoch": 19.660194174757283,
574
- "grad_norm": 10.919422149658203,
575
  "learning_rate": 1.7241100323624594e-05,
576
- "loss": 1.2518,
577
  "step": 4050
578
  },
579
  {
580
  "epoch": 19.902912621359224,
581
- "grad_norm": 11.303253173828125,
582
  "learning_rate": 1.6836569579288027e-05,
583
- "loss": 1.279,
584
  "step": 4100
585
  },
586
  {
587
  "epoch": 20.145631067961165,
588
- "grad_norm": 10.864278793334961,
589
  "learning_rate": 1.6432038834951457e-05,
590
- "loss": 1.1686,
591
  "step": 4150
592
  },
593
  {
594
  "epoch": 20.388349514563107,
595
- "grad_norm": 11.179913520812988,
596
  "learning_rate": 1.6027508090614887e-05,
597
- "loss": 1.1252,
598
  "step": 4200
599
  },
600
  {
601
  "epoch": 20.631067961165048,
602
- "grad_norm": 10.640514373779297,
603
  "learning_rate": 1.5622977346278317e-05,
604
- "loss": 1.1581,
605
  "step": 4250
606
  },
607
  {
608
  "epoch": 20.87378640776699,
609
- "grad_norm": 11.186044692993164,
610
  "learning_rate": 1.5218446601941749e-05,
611
- "loss": 1.1782,
612
  "step": 4300
613
  },
614
  {
615
  "epoch": 21.116504854368934,
616
- "grad_norm": 11.105583190917969,
617
  "learning_rate": 1.4813915857605179e-05,
618
- "loss": 1.0972,
619
  "step": 4350
620
  },
621
  {
622
  "epoch": 21.359223300970875,
623
- "grad_norm": 10.809669494628906,
624
  "learning_rate": 1.4409385113268609e-05,
625
- "loss": 1.0487,
626
  "step": 4400
627
  },
628
  {
629
  "epoch": 21.601941747572816,
630
- "grad_norm": 11.11020278930664,
631
  "learning_rate": 1.4004854368932039e-05,
632
- "loss": 1.0566,
633
  "step": 4450
634
  },
635
  {
636
  "epoch": 21.844660194174757,
637
- "grad_norm": 11.062104225158691,
638
  "learning_rate": 1.360032362459547e-05,
639
- "loss": 1.078,
640
  "step": 4500
641
  }
642
  ],
@@ -657,7 +657,7 @@
657
  "attributes": {}
658
  }
659
  },
660
- "total_flos": 587917688832000.0,
661
  "train_batch_size": 4,
662
  "trial_name": null,
663
  "trial_params": null
 
11
  "log_history": [
12
  {
13
  "epoch": 0.24271844660194175,
14
+ "grad_norm": 2.8362834453582764,
15
  "learning_rate": 4.960355987055016e-05,
16
+ "loss": 6.0742,
17
  "step": 50
18
  },
19
  {
20
  "epoch": 0.4854368932038835,
21
+ "grad_norm": 2.9484496116638184,
22
  "learning_rate": 4.9199029126213595e-05,
23
+ "loss": 5.7218,
24
  "step": 100
25
  },
26
  {
27
  "epoch": 0.7281553398058253,
28
+ "grad_norm": 3.542572259902954,
29
  "learning_rate": 4.879449838187702e-05,
30
+ "loss": 5.4227,
31
  "step": 150
32
  },
33
  {
34
  "epoch": 0.970873786407767,
35
+ "grad_norm": 4.634098052978516,
36
  "learning_rate": 4.8389967637540455e-05,
37
+ "loss": 5.1655,
38
  "step": 200
39
  },
40
  {
41
  "epoch": 1.2135922330097086,
42
+ "grad_norm": 5.699330806732178,
43
  "learning_rate": 4.798543689320388e-05,
44
+ "loss": 4.8009,
45
  "step": 250
46
  },
47
  {
48
  "epoch": 1.4563106796116505,
49
+ "grad_norm": 5.711933135986328,
50
  "learning_rate": 4.7580906148867315e-05,
51
+ "loss": 4.607,
52
  "step": 300
53
  },
54
  {
55
  "epoch": 1.6990291262135924,
56
+ "grad_norm": 5.113691806793213,
57
  "learning_rate": 4.717637540453075e-05,
58
+ "loss": 4.462,
59
  "step": 350
60
  },
61
  {
62
  "epoch": 1.941747572815534,
63
+ "grad_norm": 5.632521152496338,
64
  "learning_rate": 4.6771844660194174e-05,
65
+ "loss": 4.3695,
66
  "step": 400
67
  },
68
  {
69
  "epoch": 2.1844660194174756,
70
+ "grad_norm": 5.428906440734863,
71
  "learning_rate": 4.636731391585761e-05,
72
+ "loss": 4.1549,
73
  "step": 450
74
  },
75
  {
76
  "epoch": 2.4271844660194173,
77
+ "grad_norm": 5.037013530731201,
78
  "learning_rate": 4.596278317152104e-05,
79
+ "loss": 4.0921,
80
  "step": 500
81
  },
82
  {
83
  "epoch": 2.6699029126213594,
84
+ "grad_norm": 5.231846809387207,
85
  "learning_rate": 4.555825242718447e-05,
86
+ "loss": 4.0662,
87
  "step": 550
88
  },
89
  {
90
  "epoch": 2.912621359223301,
91
+ "grad_norm": 5.506278038024902,
92
  "learning_rate": 4.51537216828479e-05,
93
+ "loss": 4.0403,
94
  "step": 600
95
  },
96
  {
97
  "epoch": 3.1553398058252426,
98
+ "grad_norm": 5.410216331481934,
99
  "learning_rate": 4.4749190938511334e-05,
100
+ "loss": 3.8375,
101
  "step": 650
102
  },
103
  {
104
  "epoch": 3.3980582524271843,
105
+ "grad_norm": 5.637699127197266,
106
  "learning_rate": 4.434466019417476e-05,
107
+ "loss": 3.7473,
108
  "step": 700
109
  },
110
  {
111
  "epoch": 3.6407766990291264,
112
+ "grad_norm": 5.575273513793945,
113
  "learning_rate": 4.3940129449838194e-05,
114
+ "loss": 3.7835,
115
  "step": 750
116
  },
117
  {
118
  "epoch": 3.883495145631068,
119
+ "grad_norm": 5.737198352813721,
120
  "learning_rate": 4.353559870550162e-05,
121
+ "loss": 3.7919,
122
  "step": 800
123
  },
124
  {
125
  "epoch": 4.12621359223301,
126
+ "grad_norm": 5.645532608032227,
127
  "learning_rate": 4.313106796116505e-05,
128
+ "loss": 3.6425,
129
  "step": 850
130
  },
131
  {
132
  "epoch": 4.368932038834951,
133
+ "grad_norm": 6.308927059173584,
134
  "learning_rate": 4.272653721682848e-05,
135
+ "loss": 3.4785,
136
  "step": 900
137
  },
138
  {
139
  "epoch": 4.611650485436893,
140
+ "grad_norm": 5.863094329833984,
141
  "learning_rate": 4.232200647249191e-05,
142
+ "loss": 3.5268,
143
  "step": 950
144
  },
145
  {
146
  "epoch": 4.854368932038835,
147
+ "grad_norm": 6.120258331298828,
148
  "learning_rate": 4.191747572815534e-05,
149
+ "loss": 3.5296,
150
  "step": 1000
151
  },
152
  {
153
  "epoch": 5.097087378640777,
154
+ "grad_norm": 6.231515884399414,
155
  "learning_rate": 4.1512944983818774e-05,
156
+ "loss": 3.3802,
157
  "step": 1050
158
  },
159
  {
160
  "epoch": 5.339805825242719,
161
+ "grad_norm": 6.211188316345215,
162
  "learning_rate": 4.11084142394822e-05,
163
+ "loss": 3.2148,
164
  "step": 1100
165
  },
166
  {
167
  "epoch": 5.58252427184466,
168
+ "grad_norm": 6.8676934242248535,
169
  "learning_rate": 4.0703883495145634e-05,
170
+ "loss": 3.2111,
171
  "step": 1150
172
  },
173
  {
174
  "epoch": 5.825242718446602,
175
+ "grad_norm": 6.851133346557617,
176
  "learning_rate": 4.029935275080906e-05,
177
+ "loss": 3.2771,
178
  "step": 1200
179
  },
180
  {
181
  "epoch": 6.067961165048544,
182
+ "grad_norm": 6.708765506744385,
183
  "learning_rate": 3.9894822006472494e-05,
184
+ "loss": 3.1587,
185
  "step": 1250
186
  },
187
  {
188
  "epoch": 6.310679611650485,
189
+ "grad_norm": 7.136553764343262,
190
  "learning_rate": 3.949029126213593e-05,
191
+ "loss": 2.9192,
192
  "step": 1300
193
  },
194
  {
195
  "epoch": 6.553398058252427,
196
+ "grad_norm": 7.370823383331299,
197
  "learning_rate": 3.9085760517799354e-05,
198
+ "loss": 2.922,
199
  "step": 1350
200
  },
201
  {
202
  "epoch": 6.796116504854369,
203
+ "grad_norm": 7.630361557006836,
204
  "learning_rate": 3.868122977346279e-05,
205
+ "loss": 2.9417,
206
  "step": 1400
207
  },
208
  {
209
  "epoch": 7.038834951456311,
210
+ "grad_norm": 7.765511989593506,
211
  "learning_rate": 3.827669902912622e-05,
212
+ "loss": 2.8669,
213
  "step": 1450
214
  },
215
  {
216
  "epoch": 7.281553398058253,
217
+ "grad_norm": 7.85439920425415,
218
  "learning_rate": 3.787216828478965e-05,
219
+ "loss": 2.5412,
220
  "step": 1500
221
  },
222
  {
223
  "epoch": 7.524271844660194,
224
+ "grad_norm": 8.064071655273438,
225
  "learning_rate": 3.746763754045307e-05,
226
+ "loss": 2.6131,
227
  "step": 1550
228
  },
229
  {
230
  "epoch": 7.766990291262136,
231
+ "grad_norm": 8.692522048950195,
232
  "learning_rate": 3.7063106796116507e-05,
233
+ "loss": 2.6356,
234
  "step": 1600
235
  },
236
  {
237
  "epoch": 8.009708737864077,
238
+ "grad_norm": 8.012410163879395,
239
  "learning_rate": 3.665857605177993e-05,
240
+ "loss": 2.599,
241
  "step": 1650
242
  },
243
  {
244
  "epoch": 8.25242718446602,
245
+ "grad_norm": 8.6799898147583,
246
  "learning_rate": 3.6254045307443366e-05,
247
+ "loss": 2.1992,
248
  "step": 1700
249
  },
250
  {
251
  "epoch": 8.495145631067961,
252
+ "grad_norm": 8.963507652282715,
253
  "learning_rate": 3.584951456310679e-05,
254
+ "loss": 2.2701,
255
  "step": 1750
256
  },
257
  {
258
  "epoch": 8.737864077669903,
259
+ "grad_norm": 9.833822250366211,
260
  "learning_rate": 3.5444983818770226e-05,
261
+ "loss": 2.2837,
262
  "step": 1800
263
  },
264
  {
265
  "epoch": 8.980582524271846,
266
+ "grad_norm": 9.47242259979248,
267
  "learning_rate": 3.504045307443366e-05,
268
+ "loss": 2.2854,
269
  "step": 1850
270
  },
271
  {
272
  "epoch": 9.223300970873787,
273
+ "grad_norm": 8.856402397155762,
274
  "learning_rate": 3.4635922330097086e-05,
275
+ "loss": 1.8862,
276
  "step": 1900
277
  },
278
  {
279
  "epoch": 9.466019417475728,
280
+ "grad_norm": 9.948341369628906,
281
  "learning_rate": 3.423139158576052e-05,
282
+ "loss": 1.922,
283
  "step": 1950
284
  },
285
  {
286
  "epoch": 9.70873786407767,
287
+ "grad_norm": 10.28939151763916,
288
  "learning_rate": 3.382686084142395e-05,
289
+ "loss": 1.9622,
290
  "step": 2000
291
  },
292
  {
293
  "epoch": 9.951456310679612,
294
+ "grad_norm": 10.114766120910645,
295
  "learning_rate": 3.342233009708738e-05,
296
+ "loss": 1.9741,
297
  "step": 2050
298
  },
299
  {
300
  "epoch": 10.194174757281553,
301
+ "grad_norm": 9.489270210266113,
302
  "learning_rate": 3.301779935275081e-05,
303
+ "loss": 1.6509,
304
  "step": 2100
305
  },
306
  {
307
  "epoch": 10.436893203883495,
308
+ "grad_norm": 10.16482162475586,
309
  "learning_rate": 3.2613268608414246e-05,
310
+ "loss": 1.5883,
311
  "step": 2150
312
  },
313
  {
314
  "epoch": 10.679611650485437,
315
+ "grad_norm": 11.778059005737305,
316
  "learning_rate": 3.220873786407767e-05,
317
+ "loss": 1.6234,
318
  "step": 2200
319
  },
320
  {
321
  "epoch": 10.922330097087379,
322
+ "grad_norm": 10.798454284667969,
323
  "learning_rate": 3.1804207119741106e-05,
324
+ "loss": 1.667,
325
  "step": 2250
326
  },
327
  {
328
  "epoch": 11.16504854368932,
329
+ "grad_norm": 9.751585006713867,
330
  "learning_rate": 3.139967637540453e-05,
331
+ "loss": 1.3785,
332
  "step": 2300
333
  },
334
  {
335
  "epoch": 11.407766990291263,
336
+ "grad_norm": 10.266364097595215,
337
  "learning_rate": 3.099514563106796e-05,
338
+ "loss": 1.2956,
339
  "step": 2350
340
  },
341
  {
342
  "epoch": 11.650485436893204,
343
+ "grad_norm": 10.660856246948242,
344
  "learning_rate": 3.059061488673139e-05,
345
+ "loss": 1.3321,
346
  "step": 2400
347
  },
348
  {
349
  "epoch": 11.893203883495145,
350
+ "grad_norm": 10.896187782287598,
351
  "learning_rate": 3.0186084142394822e-05,
352
+ "loss": 1.3533,
353
  "step": 2450
354
  },
355
  {
356
  "epoch": 12.135922330097088,
357
+ "grad_norm": 10.952502250671387,
358
  "learning_rate": 2.9781553398058252e-05,
359
+ "loss": 1.1486,
360
  "step": 2500
361
  },
362
  {
363
  "epoch": 12.37864077669903,
364
+ "grad_norm": 10.766463279724121,
365
  "learning_rate": 2.9377022653721686e-05,
366
+ "loss": 1.0227,
367
  "step": 2550
368
  },
369
  {
370
  "epoch": 12.62135922330097,
371
+ "grad_norm": 9.385764122009277,
372
  "learning_rate": 2.8972491909385112e-05,
373
+ "loss": 1.0651,
374
  "step": 2600
375
  },
376
  {
377
  "epoch": 12.864077669902912,
378
+ "grad_norm": 11.573925018310547,
379
  "learning_rate": 2.8567961165048546e-05,
380
+ "loss": 1.1013,
381
  "step": 2650
382
  },
383
  {
384
  "epoch": 13.106796116504855,
385
+ "grad_norm": 10.138091087341309,
386
  "learning_rate": 2.816343042071198e-05,
387
+ "loss": 0.9545,
388
  "step": 2700
389
  },
390
  {
391
  "epoch": 13.349514563106796,
392
+ "grad_norm": 9.867119789123535,
393
  "learning_rate": 2.7758899676375405e-05,
394
+ "loss": 0.7892,
395
  "step": 2750
396
  },
397
  {
398
  "epoch": 13.592233009708737,
399
+ "grad_norm": 10.443971633911133,
400
  "learning_rate": 2.735436893203884e-05,
401
+ "loss": 0.8432,
402
  "step": 2800
403
  },
404
  {
405
  "epoch": 13.83495145631068,
406
+ "grad_norm": 10.633298873901367,
407
  "learning_rate": 2.6949838187702265e-05,
408
+ "loss": 0.8543,
409
  "step": 2850
410
  },
411
  {
412
  "epoch": 14.077669902912621,
413
+ "grad_norm": 8.640830039978027,
414
  "learning_rate": 2.6545307443365695e-05,
415
+ "loss": 0.7751,
416
  "step": 2900
417
  },
418
  {
419
  "epoch": 14.320388349514563,
420
+ "grad_norm": 10.461247444152832,
421
  "learning_rate": 2.614077669902913e-05,
422
+ "loss": 0.6074,
423
  "step": 2950
424
  },
425
  {
426
  "epoch": 14.563106796116505,
427
+ "grad_norm": 10.757479667663574,
428
  "learning_rate": 2.5736245954692555e-05,
429
+ "loss": 0.6354,
430
  "step": 3000
431
  },
432
  {
433
  "epoch": 14.805825242718447,
434
+ "grad_norm": 11.599132537841797,
435
  "learning_rate": 2.533171521035599e-05,
436
+ "loss": 0.6694,
437
  "step": 3050
438
  },
439
  {
440
  "epoch": 15.048543689320388,
441
+ "grad_norm": 8.085358619689941,
442
  "learning_rate": 2.492718446601942e-05,
443
+ "loss": 0.6306,
444
  "step": 3100
445
  },
446
  {
447
  "epoch": 15.29126213592233,
448
+ "grad_norm": 8.327988624572754,
449
  "learning_rate": 2.452265372168285e-05,
450
+ "loss": 0.4628,
451
  "step": 3150
452
  },
453
  {
454
  "epoch": 15.533980582524272,
455
+ "grad_norm": 8.545391082763672,
456
  "learning_rate": 2.411812297734628e-05,
457
+ "loss": 0.4915,
458
  "step": 3200
459
  },
460
  {
461
  "epoch": 15.776699029126213,
462
+ "grad_norm": 10.176375389099121,
463
  "learning_rate": 2.3713592233009708e-05,
464
+ "loss": 0.5105,
465
  "step": 3250
466
  },
467
  {
468
  "epoch": 16.019417475728154,
469
+ "grad_norm": 7.821159362792969,
470
  "learning_rate": 2.3309061488673138e-05,
471
+ "loss": 0.5055,
472
  "step": 3300
473
  },
474
  {
475
  "epoch": 16.262135922330096,
476
+ "grad_norm": 7.797800064086914,
477
  "learning_rate": 2.290453074433657e-05,
478
+ "loss": 0.3486,
479
  "step": 3350
480
  },
481
  {
482
  "epoch": 16.50485436893204,
483
+ "grad_norm": 8.497370719909668,
484
  "learning_rate": 2.25e-05,
485
+ "loss": 0.3627,
486
  "step": 3400
487
  },
488
  {
489
  "epoch": 16.74757281553398,
490
+ "grad_norm": 9.842249870300293,
491
  "learning_rate": 2.209546925566343e-05,
492
+ "loss": 0.3969,
493
  "step": 3450
494
  },
495
  {
496
  "epoch": 16.990291262135923,
497
+ "grad_norm": 10.705739974975586,
498
  "learning_rate": 2.169093851132686e-05,
499
+ "loss": 0.4028,
500
  "step": 3500
501
  },
502
  {
503
  "epoch": 17.233009708737864,
504
+ "grad_norm": 7.950681686401367,
505
  "learning_rate": 2.1286407766990295e-05,
506
+ "loss": 0.284,
507
  "step": 3550
508
  },
509
  {
510
  "epoch": 17.475728155339805,
511
+ "grad_norm": 8.526535034179688,
512
  "learning_rate": 2.0881877022653725e-05,
513
+ "loss": 0.2934,
514
  "step": 3600
515
  },
516
  {
517
  "epoch": 17.718446601941746,
518
+ "grad_norm": 8.999290466308594,
519
  "learning_rate": 2.047734627831715e-05,
520
+ "loss": 0.2964,
521
  "step": 3650
522
  },
523
  {
524
  "epoch": 17.96116504854369,
525
+ "grad_norm": 9.228137969970703,
526
  "learning_rate": 2.007281553398058e-05,
527
+ "loss": 0.311,
528
  "step": 3700
529
  },
530
  {
531
  "epoch": 18.203883495145632,
532
+ "grad_norm": 6.715802192687988,
533
  "learning_rate": 1.9668284789644014e-05,
534
+ "loss": 0.2263,
535
  "step": 3750
536
  },
537
  {
538
  "epoch": 18.446601941747574,
539
+ "grad_norm": 7.834264278411865,
540
  "learning_rate": 1.9263754045307444e-05,
541
+ "loss": 0.2293,
542
  "step": 3800
543
  },
544
  {
545
  "epoch": 18.689320388349515,
546
+ "grad_norm": 6.83228874206543,
547
  "learning_rate": 1.8859223300970874e-05,
548
+ "loss": 0.2392,
549
  "step": 3850
550
  },
551
  {
552
  "epoch": 18.932038834951456,
553
+ "grad_norm": 8.507209777832031,
554
  "learning_rate": 1.8454692556634304e-05,
555
+ "loss": 0.2377,
556
  "step": 3900
557
  },
558
  {
559
  "epoch": 19.174757281553397,
560
+ "grad_norm": 6.565855026245117,
561
  "learning_rate": 1.8050161812297738e-05,
562
+ "loss": 0.1905,
563
  "step": 3950
564
  },
565
  {
566
  "epoch": 19.41747572815534,
567
+ "grad_norm": 7.470388889312744,
568
  "learning_rate": 1.7645631067961167e-05,
569
+ "loss": 0.1846,
570
  "step": 4000
571
  },
572
  {
573
  "epoch": 19.660194174757283,
574
+ "grad_norm": 7.033578395843506,
575
  "learning_rate": 1.7241100323624594e-05,
576
+ "loss": 0.1911,
577
  "step": 4050
578
  },
579
  {
580
  "epoch": 19.902912621359224,
581
+ "grad_norm": 8.110376358032227,
582
  "learning_rate": 1.6836569579288027e-05,
583
+ "loss": 0.1954,
584
  "step": 4100
585
  },
586
  {
587
  "epoch": 20.145631067961165,
588
+ "grad_norm": 7.335451602935791,
589
  "learning_rate": 1.6432038834951457e-05,
590
+ "loss": 0.1619,
591
  "step": 4150
592
  },
593
  {
594
  "epoch": 20.388349514563107,
595
+ "grad_norm": 7.478648662567139,
596
  "learning_rate": 1.6027508090614887e-05,
597
+ "loss": 0.1497,
598
  "step": 4200
599
  },
600
  {
601
  "epoch": 20.631067961165048,
602
+ "grad_norm": 7.764925479888916,
603
  "learning_rate": 1.5622977346278317e-05,
604
+ "loss": 0.1559,
605
  "step": 4250
606
  },
607
  {
608
  "epoch": 20.87378640776699,
609
+ "grad_norm": 6.432894706726074,
610
  "learning_rate": 1.5218446601941749e-05,
611
+ "loss": 0.1601,
612
  "step": 4300
613
  },
614
  {
615
  "epoch": 21.116504854368934,
616
+ "grad_norm": 7.728542327880859,
617
  "learning_rate": 1.4813915857605179e-05,
618
+ "loss": 0.1416,
619
  "step": 4350
620
  },
621
  {
622
  "epoch": 21.359223300970875,
623
+ "grad_norm": 6.370733737945557,
624
  "learning_rate": 1.4409385113268609e-05,
625
+ "loss": 0.1211,
626
  "step": 4400
627
  },
628
  {
629
  "epoch": 21.601941747572816,
630
+ "grad_norm": 5.939419746398926,
631
  "learning_rate": 1.4004854368932039e-05,
632
+ "loss": 0.1278,
633
  "step": 4450
634
  },
635
  {
636
  "epoch": 21.844660194174757,
637
+ "grad_norm": 6.0013957023620605,
638
  "learning_rate": 1.360032362459547e-05,
639
+ "loss": 0.1274,
640
  "step": 4500
641
  }
642
  ],
 
657
  "attributes": {}
658
  }
659
  },
660
+ "total_flos": 2089590718464000.0,
661
  "train_batch_size": 4,
662
  "trial_name": null,
663
  "trial_params": null
checkpoints/checkpoint-4500/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7935e3b7629485cf26f624afe618b58a390d4c3c9c6dcf878b3ba9099ef1027b
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5c04ce53d557cd762ff77607aaadbd1248aaa177697662d9a21b90d444993b7
3
  size 5304
checkpoints/checkpoint-500/config.json CHANGED
@@ -10,12 +10,12 @@
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
- "n_ctx": 1024,
14
- "n_embd": 768,
15
  "n_head": 2,
16
  "n_inner": null,
17
- "n_layer": 6,
18
- "n_positions": 1024,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
 
10
  "initializer_range": 0.02,
11
  "layer_norm_epsilon": 1e-05,
12
  "model_type": "gpt2",
13
+ "n_ctx": 2048,
14
+ "n_embd": 1024,
15
  "n_head": 2,
16
  "n_inner": null,
17
+ "n_layer": 12,
18
+ "n_positions": 2048,
19
  "pad_token_id": 1,
20
  "reorder_and_upcast_attn": false,
21
  "resid_pdrop": 0.1,
checkpoints/checkpoint-500/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e4c1afbb39df3411cf84f25ad19241038d8abaac41edf1c0a677dd67a17d89ed
3
- size 176343496
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3d034447d0bc7b5f683ac7a16c807a7ff485dd3b1b8422db07d941ad747c0e7e
3
+ size 617130824