24 lines
542 B
YAML
24 lines
542 B
YAML
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model_name: "EleutherAI/pythia-1b-deduped"
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output_model_name: "sophiex/pythia-1b-sft_hh_rlhf"
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dataset_name: "sophiex/hh-rlhf"
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dataset_text_field: null
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report_to: "wandb"
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learning_rate: 1e-5
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lr_scheduler_type: cosine
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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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gradient_checkpointing: False
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gradient_accumulation_steps: 8
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per_device_train_batch_size: 2
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per_device_eval_batch_size: 8
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num_train_epochs: 3
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max_seq_length: 1024
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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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evaluation_strategy: steps
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eval_steps: 0.2
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