| base_model: Delta-Vector/Holland-4B | |
| model_type: AutoModelForCausalLM | |
| tokenizer_type: AutoTokenizer | |
| trust_remote_code: true | |
| load_in_8bit: false | |
| load_in_4bit: false | |
| strict: false | |
| datasets: | |
| - path: NewEden/CivitAI-SD-Prompts | |
| type: chatml | |
| conversation: mpt-30b-instruct | |
| chat_template: chatml | |
| dataset_prepared_path: | |
| val_set_size: 0.02 | |
| output_dir: ./outputs/out2 | |
| sequence_len: 8192 | |
| sample_packing: true | |
| eval_sample_packing: false | |
| pad_to_sequence_len: true | |
| plugins: | |
| - axolotl.integrations.liger.LigerPlugin | |
| liger_rope: true | |
| liger_rms_norm: true | |
| liger_swiglu: true | |
| liger_fused_linear_cross_entropy: true | |
| wandb_project: SDprompterV3 | |
| wandb_entity: | |
| wandb_watch: | |
| wandb_name: SDprompterV3-attempt1 | |
| wandb_log_model: | |
| hub_model_id: NewEden/SDprompterV3 | |
| hub_strategy: "all_checkpoints" | |
| hf_use_auth_token: true | |
| gradient_accumulation_steps: 2 | |
| micro_batch_size: 2 | |
| num_epochs: 4 | |
| optimizer: adamw_torch | |
| lr_scheduler: cosine | |
| learning_rate: 0.00001 | |
| 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: | |
| local_rank: | |
| logging_steps: 1 | |
| xformers_attention: | |
| flash_attention: true | |
| warmup_ratio: 0.05 | |
| evals_per_epoch: 4 | |
| saves_per_epoch: 1 | |
| debug: | |
| weight_decay: 0.05 | |
| deepspeed: /workspace/axolotl/deepspeed_configs/zero2.json | |
| special_tokens: | |
| pad_token: <|finetune_right_pad_id|> | |
| eos_token: <|eot_id|> |