Create axolotl_config.yaml

axolotl_config.yaml

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+base_model: meta-llama/Llama-3.1-8B-Instruct
+
+plugins:
+  - axolotl.integrations.liger.LigerPlugin
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+liger_fused_linear_cross_entropy: true
+
+strict: false
+
+chat_template: llama3
+datasets:
+  - path: ""
+    type:
+    ds_type: parquet
+
+dataset_prepared_path:
+val_set_size: 0.00
+output_dir: ./outputs/llama31-8B-liger-ds-full
+
+dataset_processes: 16
+
+sequence_len: 131072 
+sample_packing: false
+pad_to_sequence_len: true
+
+wandb_project: 
+wandb_entity:
+wandb_watch:
+wandb_name:
+wandb_log_model:
+
+gradient_accumulation_steps: 1
+micro_batch_size: 1
+num_epochs: 3
+optimizer: adamw_torch
+lr_scheduler: cosine
+learning_rate: 2e-5
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: true
+
+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: 50
+evals_per_epoch: 0
+eval_table_size:
+saves_per_epoch: 2
+save_only_model: true
+debug:
+deepspeed: deepspeed_configs/zero3_bf16.json
+weight_decay: 0.0
+fsdp:
+fsdp_config:
+special_tokens:
+  pad_token: <|finetune_right_pad_id|>
+  eos_token: <|eot_id|>