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base_model: NewEden/Hamanasu-KTO-V2 |
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model_type: AutoModelForCausalLM |
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tokenizer_type: AutoTokenizer |
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load_in_8bit: false |
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load_in_4bit: false |
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strict: false |
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datasets: |
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- path: PocketDoc/Dans-Prosemaxx-Cowriter-3-S |
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type: dan-chat-advanced |
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- path: PocketDoc/Dans-Prosemaxx-Adventure |
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type: dan-chat-advanced |
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- path: PocketDoc/Dans-Failuremaxx-Adventure-3 |
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type: dan-chat-advanced |
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- path: PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot-2 |
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type: dan-chat-advanced |
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- path: PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot-3 |
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type: dan-chat-advanced |
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- path: PocketDoc/Dans-Prosemaxx-InstructWriter-Continue-2 |
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type: dan-chat-advanced |
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- path: PocketDoc/Dans-Prosemaxx-Instructwriter-Long |
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type: dan-chat-advanced |
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shuffle_merged_datasets: true |
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dataset_prepared_path: dataset_prepared |
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val_set_size: 0.02 |
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output_dir: 4b-out-rslora |
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plugins: |
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- axolotl.integrations.liger.LigerPlugin |
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liger_rope: true |
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liger_rms_norm: true |
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liger_layer_norm: true |
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liger_glu_activation: true |
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liger_fused_linear_cross_entropy: true |
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sequence_len: 32768 |
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sample_packing: true |
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eval_sample_packing: true |
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pad_to_sequence_len: true |
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adapter: lora |
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lora_model_dir: |
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lora_r: 64 |
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lora_alpha: 32 |
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lora_dropout: 0.1 |
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lora_target_modules: |
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- gate_proj |
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- down_proj |
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- up_proj |
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- q_proj |
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- v_proj |
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- k_proj |
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- o_proj |
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lora_fan_in_fan_out: |
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peft_use_rslora: true |
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lora_modules_to_save: |
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- embed_tokens |
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- lm_head |
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wandb_project: tavbussy |
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wandb_entity: |
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wandb_watch: |
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wandb_name: adventure-v2 |
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wandb_log_model: |
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evals_per_epoch: 4 |
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eval_table_size: |
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eval_max_new_tokens: 128 |
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gradient_accumulation_steps: 2 |
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micro_batch_size: 6 |
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num_epochs: 4 |
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optimizer: paged_ademamix_8bit |
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lr_scheduler: cosine |
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learning_rate: 2.83e-5 |
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train_on_inputs: false |
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group_by_length: false |
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bf16: auto |
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fp16: |
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tf32: false |
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gradient_checkpointing: true |
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early_stopping_patience: |
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resume_from_checkpoint: |
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local_rank: |
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logging_steps: 1 |
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xformers_attention: |
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flash_attention: true |
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s2_attention: |
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warmup_steps: 40 |
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saves_per_epoch: 2 |
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debug: |
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deepspeed: ./deepspeed_configs/zero3_bf16.json |
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weight_decay: 0.02 |
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fsdp: |
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fsdp_config: |
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special_tokens: |
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pad_token: <|finetune_right_pad_id|> |
