| base_model: NewEden/4B-PT | |
| model_type: AutoModelForCausalLM | |
| tokenizer_type: AutoTokenizer | |
| hub_model_id: NewEden/4B-Inst | |
| hub_strategy: "all_checkpoints" | |
| push_dataset_to_hub: | |
| hf_use_auth_token: true | |
| 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 | |
| load_in_8bit: false | |
| load_in_4bit: false | |
| strict: false | |
| datasets: | |
| - path: NewEden/Helpsteer-3-Filtered | |
| type: dan-chat-advanced | |
| - path: NewEden/GSM8K-R1-filtered | |
| type: dan-chat-advanced | |
| - path: NewEden/Hydrus-R1-Thinking-Sharegpt | |
| type: dan-chat-advanced | |
| - path: NewEden/Hydrus-SonnetOrca | |
| type: dan-chat-advanced | |
| - path: NewEden/Hydrus-HelpSteer2 | |
| type: dan-chat-advanced | |
| - path: NewEden/Claude-Instruct-5K | |
| type: dan-chat-advanced | |
| - path: PocketDoc/Dans-MemoryCore-CoreCurriculum-Small | |
| type: dan-chat-advanced | |
| - path: Nitral-AI/ARES-ShareGPT | |
| type: dan-chat-advanced | |
| - path: NewEden/Hydrus-Instruct-SmolTalk | |
| type: dan-chat-advanced | |
| - path: NewEden/Hydrus-Chat_error-Pure-Dove-sharegpt | |
| type: dan-chat-advanced | |
| - path: NewEden/Claude-Instruct-2.7K | |
| type: dan-chat-advanced | |
| - path: PocketDoc/Dans-Assistantmaxx-Tulu3-IF | |
| type: dan-chat-advanced | |
| dataset_prepared_path: prepared_data | |
| val_set_size: 0.0 | |
| output_dir: ./4b-inst | |
| sequence_len: 16384 | |
| sample_packing: true | |
| pad_to_sequence_len: true | |
| wandb_project: tavbussy | |
| wandb_entity: | |
| wandb_watch: | |
| wandb_name: isnt-atmpt-1 | |
| wandb_log_model: | |
| gradient_accumulation_steps: 2 | |
| micro_batch_size: 1 | |
| num_epochs: 2 | |
| optimizer: paged_adamw_8bit | |
| lr_scheduler: cosine | |
| learning_rate: 2e-5 | |
| max_grad_norm: 0.2 | |
| 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 | |
| warmup_steps: 40 | |
| saves_per_epoch: 2 | |
| debug: | |
| deepspeed: deepspeed_configs/zero3_bf16.json | |
| weight_decay: 0.02 | |
| fsdp: | |
| fsdp_config: | |
| special_tokens: | |
| pad_token: <|finetune_right_pad_id|> | |