| base_model: Qwen/Qwen2-72B-Instruct | |
| model_type: Qwen2ForCausalLM | |
| tokenizer_type: AutoTokenizer | |
| load_in_8bit: false | |
| load_in_4bit: false | |
| strict: false | |
| datasets: | |
| - path: Doctor-Shotgun/C2-Stheno | |
| type: sharegpt | |
| conversation: chatml | |
| - path: anthracite-org/kalo-opus-instruct-22k-no-refusal | |
| type: sharegpt | |
| conversation: chatml | |
| - path: anthracite-org/nopm_claude_writing_fixed | |
| type: sharegpt | |
| conversation: chatml | |
| chat_template: chatml | |
| dataset_prepared_path: /workspace/data/datasets/tokenized | |
| val_set_size: 0.00 | |
| output_dir: /workspace/data/72b-fft-out | |
| sequence_len: 16384 | |
| 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: 72b-magnum-fft | |
| wandb_entity: | |
| wandb_watch: | |
| wandb_name: v2-attempt-1 | |
| wandb_log_model: | |
| gradient_accumulation_steps: 4 | |
| micro_batch_size: 1 | |
| num_epochs: 2 | |
| optimizer: adamw_bnb_8bit | |
| lr_scheduler: cosine | |
| learning_rate: 0.000004 | |
| train_on_inputs: false | |
| group_by_length: false | |
| bf16: auto | |
| fp16: | |
| tf32: false | |
| gradient_checkpointing: unsloth | |
| #gradient_checkpointing_kwargs: | |
| #use_reentrant: true | |
| early_stopping_patience: | |
| resume_from_checkpoint: | |
| local_rank: | |
| logging_steps: 1 | |
| xformers_attention: | |
| flash_attention: true | |
| s2_attention: | |
| warmup_steps: 20 | |
| evals_per_epoch: | |
| eval_table_size: | |
| eval_max_new_tokens: 128 | |
| saves_per_epoch: 2 | |
| debug: | |
| deepspeed: deepspeed_configs/zero3_bf16.json | |
| weight_decay: 0.01 | |
| fsdp: | |
| fsdp_config: | |
| special_tokens: | |
| #bos_token: "<|endoftext|>" | |
| #unk_token: "<|endoftext|>" |