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reward model推理速度非常慢 #7140

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yingzhao27 opened this issue Mar 3, 2025 · 0 comments
Open
1 task done

reward model推理速度非常慢 #7140

yingzhao27 opened this issue Mar 3, 2025 · 0 comments
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bug Something isn't working pending This problem is yet to be addressed

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7b的reward model, max-length设置为200，推理一条样本 需要90s-150s不等，直接使用开源的7b Reward model, 加载AutoModelForSequenceClassification，单条样本推理时间在1-5s，这个时间几十倍差距太大了。请问是否有优化方法。
我加载模型的代码是按照api里面get_score接口做的，用的load_model函数加载

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@yingzhao27 yingzhao27 added bug Something isn't working pending This problem is yet to be addressed labels Mar 3, 2025
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