| base_model: /raid/HUB_LLM/080225_vi_test_llama33_70b_instruct/checkpoint-2568/dpo32_epoch2/ |
| model_type: LlamaForCausalLM |
| tokenizer_type: AutoTokenizer |
|
|
| dataset_processes: 128 |
| datasets: |
| - path: json |
| data_files: |
| - /raid/instruction_tuning_060225/data/data_to_train/0103_136k.jsonl |
| |
| type: chat_template |
| field_messages: messages |
| message_field_role: role |
| message_field_content: content |
|
|
| val_set_size: 0.0 |
| output_dir: /raid/HUB_LLM/010325_VAI_v27_70b_instruct |
|
|
| sequence_len: 4096 |
| sample_packing: true |
| pad_to_sequence_len: true |
|
|
| gradient_accumulation_steps: 16 |
| micro_batch_size: 1 |
| num_epochs: 3 |
| optimizer: paged_adamw_8bit |
| lr_scheduler: cosine_with_min_lr |
| learning_rate: 3e-6 |
| lr_scheduler_kwargs: |
| min_lr: 0.0000007 |
|
|
| train_on_inputs: false |
| group_by_length: false |
| bf16: auto |
| fp16: |
| tf32: false |
|
|
| gradient_checkpointing: true |
| gradient_checkpointing_kwargs: |
| use_reentrant: false |
| early_stopping_patience: |
| resume_from_checkpoint: |
| logging_steps: 1 |
| xformers_attention: |
| flash_attention: true |
|
|
| warmup_steps: 0 |
| evals_per_epoch: 1 |
| eval_table_size: |
| saves_per_epoch: 2 |
| save_total_limit: 10 |
| debug: |
| deepspeed: /raid/instruction_tuning_060225/training/accelerate_config/zero3_bf16_cpuoffload_params.json |
| weight_decay: 0.1 |
|
|
| max_grad_norm: 1.0 |
| special_tokens: |
| pad_token: <|end_of_text|> |
|
|
