| 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|> | |