Update config.yaml

config.yaml

@@ -0,0 +1,58 @@
+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|>