End of training
Browse files
README.md
CHANGED
|
@@ -21,11 +21,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 21 |
|
| 22 |
This model is a fine-tuned version of [latterworks/highlightedreport-classifier-test](https://huggingface.co/latterworks/highlightedreport-classifier-test) on the None dataset.
|
| 23 |
It achieves the following results on the evaluation set:
|
| 24 |
-
- Accuracy:
|
| 25 |
-
- Loss: 0.
|
| 26 |
-
- F1:
|
| 27 |
-
- Precision:
|
| 28 |
-
- Recall:
|
| 29 |
|
| 30 |
## Model description
|
| 31 |
|
|
@@ -56,9 +56,16 @@ The following hyperparameters were used during training:
|
|
| 56 |
|
| 57 |
### Training results
|
| 58 |
|
| 59 |
-
| Training Loss | Epoch | Step | Accuracy | Validation Loss | F1
|
| 60 |
-
|
| 61 |
-
| No log |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 62 |
|
| 63 |
|
| 64 |
### Framework versions
|
|
|
|
| 21 |
|
| 22 |
This model is a fine-tuned version of [latterworks/highlightedreport-classifier-test](https://huggingface.co/latterworks/highlightedreport-classifier-test) on the None dataset.
|
| 23 |
It achieves the following results on the evaluation set:
|
| 24 |
+
- Accuracy: 0.92
|
| 25 |
+
- Loss: 0.2358
|
| 26 |
+
- F1: 0.9184
|
| 27 |
+
- Precision: 0.9
|
| 28 |
+
- Recall: 0.9375
|
| 29 |
|
| 30 |
## Model description
|
| 31 |
|
|
|
|
| 56 |
|
| 57 |
### Training results
|
| 58 |
|
| 59 |
+
| Training Loss | Epoch | Step | Accuracy | Validation Loss | F1 | Precision | Recall |
|
| 60 |
+
|:-------------:|:-----:|:----:|:--------:|:---------------:|:------:|:---------:|:------:|
|
| 61 |
+
| No log | 1.25 | 10 | 0.92 | 0.2239 | 0.9184 | 0.9 | 0.9375 |
|
| 62 |
+
| No log | 2.5 | 20 | 0.92 | 0.2234 | 0.9184 | 0.9 | 0.9375 |
|
| 63 |
+
| No log | 3.75 | 30 | 0.92 | 0.2287 | 0.9184 | 0.9 | 0.9375 |
|
| 64 |
+
| No log | 5.0 | 40 | 0.93 | 0.2174 | 0.9278 | 0.9184 | 0.9375 |
|
| 65 |
+
| No log | 6.25 | 50 | 0.92 | 0.2321 | 0.9184 | 0.9 | 0.9375 |
|
| 66 |
+
| No log | 7.5 | 60 | 0.93 | 0.2208 | 0.9278 | 0.9184 | 0.9375 |
|
| 67 |
+
| No log | 8.75 | 70 | 0.92 | 0.2357 | 0.9184 | 0.9 | 0.9375 |
|
| 68 |
+
| No log | 10.0 | 80 | 0.92 | 0.2358 | 0.9184 | 0.9 | 0.9375 |
|
| 69 |
|
| 70 |
|
| 71 |
### Framework versions
|
runs/Mar20_15-15-33_b7ec9d30de87/events.out.tfevents.1742483793.b7ec9d30de87.1203.7
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:356857872137ab267838cfe99ca56afa28ed2855005086bdb16289882d2fa14c
|
| 3 |
+
size 551
|