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43 lines
760 B
YAML
43 lines
760 B
YAML
### model
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model_name_or_path: /root/ld/ld_model_pretrain/MiniCPM-1B-sft-bf16/
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### method
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stage: kto
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do_train: true
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finetuning_type: full
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kto_ftx: 0.1
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### ddp
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ddp_timeout: 180000000
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deepspeed: examples/deepspeed/ds_z2_config.json
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### dataset
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dataset: kto_harmless
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template: cpm
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cutoff_len: 1200
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max_samples: 500000
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overwrite_cache: true
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preprocessing_num_workers: 16
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### output
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output_dir: saves/minicpm/kto
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logging_steps: 10
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save_steps: 500
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plot_loss: true
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overwrite_output_dir: true
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### train
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per_device_train_batch_size: 4
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gradient_accumulation_steps: 4
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learning_rate: 0.000005
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num_train_epochs: 1.0
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lr_scheduler_type: cosine
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warmup_steps: 0.1
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bf16: true
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### eval
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val_size: 0.1
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per_device_eval_batch_size: 16
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evaluation_strategy: steps
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eval_steps: 500
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