mirror of
https://github.com/wassname/SimPO.git
synced 2026-06-27 16:43:59 +08:00
Yu Meng
46 lines
984 B
YAML
46 lines
984 B
YAML
# Model arguments
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model_name_or_path: mistralai/Mistral-7B-Instruct-v0.2
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torch_dtype: null
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attn_implementation: flash_attention_2
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# Data training arguments
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dataset_mixer:
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princeton-nlp/mistral-instruct-ultrafeedback: 1.0
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dataset_splits:
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- train
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- test
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preprocessing_num_workers: 12
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# SimPOTrainer arguments
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bf16: true
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beta: 2.5
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gamma_beta_ratio: 0.1
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do_eval: true
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evaluation_strategy: steps
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eval_steps: 400
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gradient_accumulation_steps: 16
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gradient_checkpointing: true
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gradient_checkpointing_kwargs:
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use_reentrant: False
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hub_model_id: simpo-exps
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learning_rate: 5.0e-7
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log_level: info
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logging_steps: 5
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lr_scheduler_type: cosine
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max_length: 2048
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max_prompt_length: 1800
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num_train_epochs: 1
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optim: adamw_torch
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output_dir: outputs/mistral-7b-instruct-simpo
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run_name: mistral-7b-instruct-simpo
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per_device_train_batch_size: 2
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per_device_eval_batch_size: 4
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push_to_hub: false
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save_strategy: "steps"
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save_steps: 1000000
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report_to:
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- wandb
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save_total_limit: 20
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seed: 42
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warmup_ratio: 0.1
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