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36 lines
No EOL
779 B
YAML
36 lines
No EOL
779 B
YAML
output_dir: "" # just a placeholder
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bf16: true
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model_name_or_path: meta-llama/Llama-3.2-1B-Instruct
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label_names: ["labels"]
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eval_on_start: True
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eval_strategy: "steps"
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eval_steps: 500
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save_strategy: "no"
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# save_steps: 500
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logging_strategy: "steps"
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logging_steps: 100
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use_liger_kernel: true
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remove_unused_columns: false
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# needed to avoid OOM by compute the metrics batch by batch
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# w/o this the trainer stores logits of all sample in memory...
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batch_eval_metrics: true
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per_device_train_batch_size: 128
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per_device_eval_batch_size: 128
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optim: schedule_free_adamw
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learning_rate: 0.0001
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lr_scheduler_type: "constant_with_warmup"
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neftune_noise_alpha: 0
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weight_decay: 0.01
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warmup_ratio: 0.1
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# LoRA
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lora_r: 8
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lora_dropout: 0.05
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target_modules:
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- down_proj
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- up_proj
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- gate_proj |