| base_model: meta-llama/Llama-3.3-70B-Instruct | |
| base_model_ignore_patterns: "*/*" | |
| model_type: AutoModelForCausalLM | |
| tokenizer_type: AutoTokenizer | |
| hub_model_id: NewEden/BigPicaro | |
| hub_strategy: "all_checkpoints" | |
| push_dataset_to_hub: | |
| hf_use_auth_token: true | |
| load_in_8bit: false | |
| load_in_4bit: false | |
| strict: false | |
| datasets: | |
| - path: NewEden/Picaro | |
| type: chat_template | |
| roles_to_train: ["gpt"] | |
| field_messages: conversations | |
| message_field_role: from | |
| message_field_content: value | |
| train_on_eos: turn | |
| shuffle_merged_datasets: true | |
| dataset_prepared_path: ./prepared_data | |
| val_set_size: 0.0 | |
| output_dir: ./output | |
| plugins: | |
| - axolotl.integrations.liger.LigerPlugin | |
| - axolotl.integrations.cut_cross_entropy.CutCrossEntropyPlugin | |
| liger_rope: true | |
| liger_rms_norm: true | |
| liger_layer_norm: true | |
| liger_glu_activation: true | |
| liger_fused_linear_cross_entropy: false | |
| cut_cross_entropy: true | |
| torch_compile: auto | |
| torch_compile_backend: | |
| sequence_len: 32768 | |
| sample_packing: true | |
| eval_sample_packing: false | |
| pad_to_sequence_len: true | |
| adapter: lora | |
| lora_model_dir: | |
| lora_r: 128 | |
| lora_alpha: 16 | |
| lora_dropout: 0.05 | |
| lora_target_linear: true | |
| lora_fan_in_fan_out: | |
| peft_use_rslora: true | |
| lora_modules_to_save: | |
| - embed_tokens | |
| - lm_head | |
| wandb_project: Pgymalion | |
| wandb_entity: | |
| wandb_watch: | |
| wandb_name: Big-Picaro-attempt-1 | |
| wandb_log_model: | |
| gradient_accumulation_steps: 1 | |
| micro_batch_size: 2 | |
| num_epochs: 2 | |
| optimizer: paged_adamw_8bit | |
| lr_scheduler: cosine | |
| learning_rate: 4.0e-5 | |
| max_grad_norm: 0.2 | |
| train_on_inputs: false | |
| group_by_length: false | |
| bf16: auto | |
| fp16: | |
| tf32: false | |
| gradient_checkpointing: unsloth | |
| early_stopping_patience: | |
| resume_from_checkpoint: | |
| local_rank: | |
| logging_steps: 1 | |
| xformers_attention: | |
| flash_attention: true | |
| s2_attention: | |
| warmup_steps: 40 | |
| evals_per_epoch: | |
| eval_table_size: | |
| eval_max_new_tokens: | |
| saves_per_epoch: 2 | |
| debug: | |
| deepspeed: ./deepspeed_configs/zero3_bf16.json | |
| weight_decay: 0.01 | |
| fsdp: | |
| fsdp_config: | |
| special_tokens: | |
| pad_token: <|finetune_right_pad_id|> | |