23 lines
474 B
YAML
23 lines
474 B
YAML
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train_split: train[:100]
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eval_split: valid[:100]
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model_name: "EleutherAI/pythia-410m"
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log_with: "wandb"
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learning_rate: 1e-5
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lr_scheduler_type: cosine
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num_warmup_steps: 100
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weight_decay: 0.05
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load_in_8bit: False
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fp16: True
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bf16: False
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streaming: False
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gradient_checkpointing: False
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gradient_accumulation_steps: 1
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per_device_train_batch_size: 2
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per_device_eval_batch_size: 8
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train_completions: False
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num_train_epochs: 1
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seq_length: 560
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use_peft: True
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lora_r: 8
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lora_alpha: 32
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