| 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|> |