21 lines
545 B
YAML
21 lines
545 B
YAML
model_name: mnoukhov/pythia410m-tldrprompt-dpo1b
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dataset_name: mnoukhov/openai_summarize_comparisons_tldrprompt_relabel1b
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train_split: train[:1]
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gold_model_name: mnoukhov/pythia1b-sft-rm-tldrprompt
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pseudo_dataset_name: mnoukhov/openai_summarize_generated_20k_relabel_410m_dpo1
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beta: 0.5
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max_steps: 10000
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eval_steps: 1000
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load_in_8bit: False
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bf16: False
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fp16: True
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learning_rate: 1e-5
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use_peft: True
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lora_all_linear: True
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lora_r: 8
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lora_alpha: 32
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lora_dropout: 0.05
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gradient_accumulation_steps: 4
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per_device_train_batch_size: 4
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warmup_steps: 150
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