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55 lines
1021 B
YAML
55 lines
1021 B
YAML
# Default model training parameters
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# Used for models without specific configurations
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training:
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max_seq_length: 2048
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# num_epochs: 4
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num_epochs: 0
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learning_rate: 2e-4
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batch_size: 2
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gradient_accumulation_steps: 4
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warmup_ratio: 0.1
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max_steps: 30
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save_steps: 30
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weight_decay: 0.001
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random_seed: 3407
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packing: false
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train_on_completions: true
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gradient_checkpointing: "unsloth"
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optim: "adamw_8bit"
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lr_scheduler_type: "linear"
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lora:
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lora_r: 16
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lora_alpha: 16
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lora_dropout: 0.0
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target_modules:
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- "q_proj"
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- "k_proj"
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- "v_proj"
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- "o_proj"
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- "gate_proj"
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- "up_proj"
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- "down_proj"
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use_rslora: false
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use_loftq: false
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finetune_vision_layers: true
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finetune_language_layers: true
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finetune_attention_modules: true
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finetune_mlp_modules: true
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logging:
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enable_wandb: false
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wandb_project: "llm-finetuning"
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enable_tensorboard: false
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tensorboard_dir: "runs"
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log_frequency: 10
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inference:
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temperature: 0.7
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top_p: 0.95
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top_k: -1
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min_p: 0.01
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