| base_model: Delta-Vector/Control-8B-V1.1 | |
| model_type: AutoModelForCausalLM | |
| tokenizer_type: AutoTokenizer | |
| load_in_8bit: false | |
| load_in_4bit: false | |
| strict: false | |
| hub_model_id: jeiku/controlkto | |
| hub_strategy: "all_checkpoints" | |
| push_dataset_to_hub: | |
| hf_use_auth_token: true | |
| chat_template: llama3 | |
| rl: kto | |
| rl_beta: 0.2 | |
| kto_desirable_weight: 0.2 | |
| datasets: | |
| - path: anthracite-core/full-opus-chosen-hermes-rejected-kto-v1 | |
| type: llama3.argilla | |
| shuffle_merged_datasets: true | |
| val_set_size: 0.0 | |
| output_dir: ./outputs/out | |
| adapter: lora | |
| lora_model_dir: | |
| lora_r: 32 | |
| lora_alpha: 64 | |
| lora_dropout: 0.05 | |
| lora_target_linear: true | |
| lora_fan_in_fan_out: | |
| sequence_len: 8192 | |
| sample_packing: false | |
| eval_sample_packing: false | |
| pad_to_sequence_len: false | |
| wandb_project: controlkto | |
| wandb_entity: | |
| wandb_watch: | |
| wandb_name: controlkto | |
| wandb_log_model: | |
| gradient_accumulation_steps: 16 | |
| micro_batch_size: 2 | |
| num_epochs: 2 | |
| max_steps: 500 | |
| optimizer: adamw_8bit | |
| lr_scheduler: cosine | |
| learning_rate: 0.0001 | |
| weight_decay: 0.05 | |
| train_on_inputs: false | |
| group_by_length: false | |
| bf16: auto | |
| fp16: | |
| tf32: true | |
| gradient_checkpointing: true | |
| gradient_checkpointing_kwargs: | |
| use_reentrant: true | |
| remove_unused_columns: false | |
| early_stopping_patience: | |
| resume_from_checkpoint: | |
| local_rank: | |
| logging_steps: 1 | |
| xformers_attention: | |
| flash_attention: true | |
| warmup_steps: 10 | |
| evals_per_epoch: 2 | |
| eval_table_size: | |
| eval_max_new_tokens: | |
| saves_per_epoch: 1 | |
| debug: | |
| deepspeed: | |
| fsdp: | |
| fsdp_config: | |
| fsdp: | |
| fsdp_config: | |
| special_tokens: | |
| pad_token: <|finetune_right_pad_id|> | |
| eos_token: <|eot_id|> |