| base_model: Qwen/Qwen2-7B | |
| model_type: AutoModelForCausalLM | |
| tokenizer_type: AutoTokenizer | |
| trust_remote_code: true | |
| load_in_8bit: false | |
| load_in_4bit: false | |
| strict: false | |
| datasets: | |
| - path: PocketDoc/Dans-MemoryCore-CoreCurriculum-Small | |
| type: sharegpt | |
| conversation: chatml | |
| - path: NewEden/vanilla-backrooms-claude-sharegpt | |
| type: sharegpt | |
| conversation: chatml | |
| - path: anthracite-org/kalo_opus_misc_240827 | |
| type: sharegpt | |
| conversation: chatml | |
| type: sharegpt | |
| conversation: chatml | |
| - path: AquaV/Chemical-Biological-Safety-Applications-Sharegpt | |
| type: sharegpt | |
| conversation: chatml | |
| - path: AquaV/Energetic-Materials-Sharegpt | |
| type: sharegpt | |
| conversation: chatml | |
| - path: lodrick-the-lafted/NopmWritingStruct | |
| type: sharegpt | |
| conversation: chatml | |
| - path: NewEden/Claude-Instruct-5k | |
| type: sharegpt | |
| conversation: chatml | |
| - path: lodrick-the-lafted/kalo-opus-instruct-3k-filtered | |
| type: sharegpt | |
| conversation: chatml | |
| - path: anthracite-org/kalo-opus-instruct-22k-no-refusal | |
| type: sharegpt | |
| conversation: chatml | |
| - path: NewEden/Stheno-Data-filtered-8k-subset | |
| type: sharegpt | |
| conversation: chatml | |
| - path: Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned | |
| type: sharegpt | |
| conversation: chatml | |
| - path: PJMixers/lodrick-the-lafted_OpusStories-ShareGPT | |
| type: sharegpt | |
| conversation: chatml | |
| chat_template: chatml | |
| dataset_prepared_path: | |
| val_set_size: 0.01 | |
| output_dir: ./outputs/out | |
| sequence_len: 8192 | |
| sample_packing: true | |
| eval_sample_packing: true | |
| pad_to_sequence_len: true | |
| adapter: | |
| lora_model_dir: | |
| lora_r: | |
| lora_alpha: | |
| lora_dropout: | |
| lora_target_linear: true | |
| lora_fan_in_fan_out: | |
| wandb_project: henbane 7b-attempt2 | |
| wandb_entity: | |
| wandb_watch: | |
| wandb_name: henbane 7b-attempt2 | |
| wandb_log_model: | |
| plugins: | |
| - axolotl.integrations.liger.LigerPlugin | |
| liger_rope: true | |
| liger_rms_norm: true | |
| liger_swiglu: true | |
| liger_fused_linear_cross_entropy: true | |
| gradient_accumulation_steps: 32 | |
| micro_batch_size: 4 | |
| num_epochs: 2 | |
| optimizer: adamw_torch | |
| lr_scheduler: cosine | |
| learning_rate: 0.00002 | |
| 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_steps: 10 | |
| evals_per_epoch: 4 | |
| saves_per_epoch: 1 | |
| debug: | |
| weight_decay: 0.5 | |
| special_tokens: | |