| base_model: /root/autodl-tmp/SillyTilly/mistralai_Mistral-Nemo-Base-2407 | |
| model_type: AutoModelForCausalLM | |
| tokenizer_type: AutoTokenizer | |
| #hub_model_id: taozi555/hiwaifu-12b | |
| #hub_strategy: "all_checkpoints" | |
| #push_dataset_to_hub: | |
| #hf_use_auth_token: true | |
| plugins: | |
| - axolotl.integrations.liger.LigerPlugin | |
| liger_rope: true | |
| liger_rms_norm: true | |
| liger_swiglu: true | |
| liger_fused_linear_cross_entropy: true | |
| load_in_8bit: false | |
| load_in_4bit: false | |
| strict: false | |
| max_steps: 5000 | |
| save_total_limit: 5 | |
| pretraining_dataset: | |
| - path: taozi555/novel_text | |
| name: default | |
| type: pretrain | |
| - path: ToastyPigeon/SpringDragon | |
| type: pretrain | |
| - path: allura-org/sugarquill-10k | |
| type: pretrain | |
| - path: allura-org/fujin-cleaned-stage-2 | |
| type: pretrain | |
| shuffle_merged_datasets: true | |
| #default_system_message: "You are an assistant that responds to the user." | |
| dataset_prepared_path: /root/autodl-tmp/data/ | |
| val_set_size: 0.0 | |
| output_dir: /root/autodl-tmp/hiwaifu-12b-Instruct/ | |
| sequence_len: 32768 | |
| sample_packing: true | |
| pad_to_sequence_len: true | |
| adapter: | |
| lora_model_dir: | |
| lora_r: | |
| lora_alpha: | |
| lora_dropout: | |
| lora_target_linear: | |
| lora_fan_in_fan_out: | |
| wandb_project: hiwaifu-12b | |
| wandb_entity: | |
| wandb_watch: | |
| wandb_name: hiwaifu-12b-pretrain | |
| wandb_log_model: | |
| gradient_accumulation_steps: 2 | |
| micro_batch_size: 1 | |
| num_epochs: 3 | |
| optimizer: paged_adamw_8bit | |
| warmup_ratio: 0.05 | |
| learning_rate: 0.0002 | |
| lr_scheduler: cosine | |
| train_on_inputs: false | |
| group_by_length: false | |
| bf16: auto | |
| fp16: | |
| tf32: false | |
| gradient_checkpointing: true | |
| early_stopping_patience: | |
| resume_from_checkpoint: | |
| local_rank: | |
| logging_steps: 1 | |
| xformers_attention: | |
| flash_attention: true | |
| ## Evaluation | |
| val_set_size: 0.0 | |
| #evals_per_epoch: 4 | |
| eval_table_size: | |
| #eval_max_new_tokens: 128 | |
| saves_per_epoch: 2 | |
| debug: | |
| deepspeed: /root/autodl-tmp/zero2.json | |
| weight_decay: 0.1 | |
| fsdp: | |
| fsdp_config: | |
| special_tokens: | |
| pad_token: <pad> | |