ESFT/scripts/eval_expert.sh
2024-08-11 01:27:27 +08:00

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