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wandb_project: nemo-instruct-tune |
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wandb_entity: |
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wandb_watch: |
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wandb_name: v1 |
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wandb_log_model: |
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base_model: mistralai/Mistral-Nemo-Base-2407 |
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model_type: AutoModelForCausalLM |
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tokenizer_type: AutoTokenizer |
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chat_template: alpaca |
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hub_model_id: Fizzarolli/nemo-instruct-tune-v1 |
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hub_strategy: all_checkpoints |
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push_dataset_to_hub: |
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hf_use_auth_token: |
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output_dir: ./lora-out |
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resume_from_checkpoint: |
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save_steps: |
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saves_per_epoch: 10 |
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save_safetensors: true |
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save_total_limit: 2 |
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bf16: true |
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fp16: false |
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tf32: false |
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load_in_8bit: false |
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load_in_4bit: true |
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strict: false |
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sequence_len: 16384 |
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s2_attention: false |
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sample_packing: true |
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eval_sample_packing: true |
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pad_to_sequence_len: true |
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train_on_inputs: false |
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group_by_length: false |
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adapter: qlora |
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lora_model_dir: |
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lora_r: 64 |
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lora_alpha: 64 |
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lora_dropout: 0.125 |
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lora_fan_in_fan_out: |
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lora_target_linear: |
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save_embedding_layers: |
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peft_layers_to_transform: |
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peft_use_dora: true |
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peft_use_rslora: |
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peft_layer_replication: |
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lora_target_modules: |
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- gate_proj |
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- down_proj |
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- up_proj |
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- q_proj |
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- v_proj |
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- k_proj |
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- o_proj |
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lora_modules_to_save: |
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unfrozen_parameters: |
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datasets: |
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- path: BeaverAI/Nemo-Inst-Tune-ds |
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type: chat_template |
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val_set_size: 0.05 |
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evaluation_strategy: |
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eval_steps: |
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evals_per_epoch: 20 |
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test_datasets: |
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dataset_prepared_path: ./prepared-datasets |
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shuffle_merged_datasets: true |
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num_epochs: 1 |
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gradient_accumulation_steps: 2 |
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micro_batch_size: 1 |
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eval_batch_size: 1 |
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warmup_steps: 25 |
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optimizer: paged_adamw_8bit |
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lr_scheduler: cosine |
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learning_rate: 0.000007 |
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loraplus_lr_ratio: 8 |
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loraplus_lr_embedding: |
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cosine_min_lr_ratio: 0.1 |
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weight_decay: 0.1 |
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max_grad_norm: 1 |
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logging_steps: 1 |
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gradient_checkpointing: unsloth |
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xformers_attention: false |
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flash_attention: true |
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sdp_attention: false |
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unsloth_cross_entropy_loss: false |
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unsloth_lora_mlp: false |
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unsloth_lora_qkv: false |
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unsloth_lora_o: false |
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early_stopping_patience: false |
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loss_watchdog_threshold: 100.0 |
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loss_watchdog_patience: 3 |
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debug: true |
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seed: 42 |
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deepspeed: deepspeed_configs/zero2.json |
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fsdp: |
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fsdp_config: |
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special_tokens: |
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pad_token: "<pad>" |
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tokens: |