Upload kto-4b.yml

kto-4b.yml

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+base_model: NewEden/Hamanasu-4B-R2
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+hub_model_id: NewEden/KTO-4B
+hub_strategy: "all_checkpoints"
+push_dataset_to_hub:
+hf_use_auth_token: true
+
+chat_template: chatml
+
+rl: kto
+rl_beta: 0.2
+kto_desirable_weight: 0.2
+
+datasets:
+  - path: NewEden/Opus-accepted-hermes-rejected-shuffled
+    split: train
+    type: chatml.argilla
+  - path: NewEden/KTO-IF-Dans
+    split: train
+    type: chatml.argilla
+  - path: NewEden/KTO-IF-Dans
+    split: train
+    type: chatml.argilla
+  - path: NewEden/Purpura-Arkhaios-CC-KTO
+    split: train
+    type: chatml.argilla
+dataset_prepared_path: last_run_prepared
+
+shuffle_merged_datasets: true
+val_set_size: 0.0
+output_dir: ./outputs/out
+
+adapter: lora
+lora_model_dir:
+
+lora_r: 64
+lora_alpha: 32
+lora_dropout: 0.0
+lora_target_linear: true
+lora_fan_in_fan_out:
+lora_target_modules:
+  - gate_proj
+  - down_proj
+  - up_proj
+  - q_proj
+  - v_proj
+  - k_proj
+  - o_proj
+
+sequence_len: 32768
+sample_packing: false
+eval_sample_packing: false
+pad_to_sequence_len: false
+
+wandb_project: tavbussy
+wandb_entity:
+wandb_watch:
+wandb_name: kto-1
+wandb_log_model:
+
+gradient_accumulation_steps: 2
+micro_batch_size: 4
+num_epochs: 1
+optimizer: paged_adamw_8bit
+lr_scheduler: 
+learning_rate: 1e-6
+max_grad_norm: 0.001
+
+optimizer: paged_adamw_8bit
+lr_scheduler: cosine
+learning_rate: 1e-5
+weight_decay: 0.02
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: true
+
+gradient_checkpointing: true
+remove_unused_columns: false
+early_stopping_patience:
+resume_from_checkpoint: 
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 35
+evals_per_epoch: 2
+eval_table_size:
+eval_max_new_tokens: 
+saves_per_epoch: 2
+
+debug:
+deepspeed: ./deepspeed_configs/zero3_bf16.json
+fsdp:
+fsdp_config:
+fsdp:
+fsdp_config:
+
+special_tokens:
+  pad_token: <|finetune_right_pad_id|>