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base_model: google/gemma-2-9b |
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model_type: AutoModelForCausalLM |
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tokenizer_type: AutoTokenizer |
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load_in_8bit: false |
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load_in_4bit: false |
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strict: false |
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chat_template: gemma |
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train_on_eos: true |
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datasets: |
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- path: NewEden/Kalo-Opus-Instruct-22k-Refusal-Murdered |
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type: chat_template |
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chat_template: gemma |
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drop_system_message: true |
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- path: NewEden/Gryphe-3.5-16k-Subset |
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type: chat_template |
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chat_template: gemma |
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drop_system_message: true |
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- path: Epiculous/Synthstruct-Gens-v1-Filtered-n-Cleaned |
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type: chat_template |
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chat_template: gemma |
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drop_system_message: true |
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val_set_size: 0.02 |
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output_dir: ./outputs/out |
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sequence_len: 8192 |
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sample_packing: true |
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eval_sample_packing: false |
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pad_to_sequence_len: true |
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wandb_project: Magnum9B |
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wandb_entity: |
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wandb_watch: |
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wandb_name: Magnum9B |
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wandb_log_model: |
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gradient_accumulation_steps: 12 |
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micro_batch_size: 1 |
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num_epochs: 1 |
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optimizer: paged_adamw_8bit |
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lr_scheduler: cosine |
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learning_rate: 8e-6 |
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train_on_inputs: false |
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group_by_length: false |
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bf16: true |
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fp16: false |
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tf32: true |
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gradient_checkpointing: true |
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early_stopping_patience: |
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resume_from_checkpoint: |
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local_rank: |
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logging_steps: 1 |
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xformers_attention: |
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flash_attention: true |
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deepspeed: ./deepspeed_configs/zero3_bf16.json |
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warmup_steps: 15 |
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evals_per_epoch: 0 |
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eval_table_size: |
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eval_max_new_tokens: 128 |
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saves_per_epoch: 5 |
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save_total_limit: 3 |
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debug: |
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weight_decay: 0.0 |
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fsdp: |
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fsdp_config: |
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special_tokens: |
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