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python scripts/expert/get_expert_scores.py \
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--eval_dataset=translation \
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--base_model_path=deepseek-ai/ESFT-vanilla-lite \
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--output_dir=results/expert_scores/translation \
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--n_sample_tokens=131072 \
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--world_size=4 \
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--gpus_per_rank=2
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python scripts/expert/generate_expert_config.py \
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--eval_datasets=intent,summary,law,translation \
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--expert_scores_dir=results/expert_scores \
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--output_dir=results/expert_configs \
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--score_function=token \
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--top_p=0.2 # the scoring function and top_p are hyperparameters
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# --train_shared_experts
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# --train_non_expert_modules
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