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jz666/gemma2-ultrafeedback-ppl

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Hugging Face2025-10-12 更新2025-10-25 收录
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https://hf-mirror.com/datasets/jz666/gemma2-ultrafeedback-ppl
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资源简介:
该数据集包含了对话生成的相关数据,具体字段包括:prompt_id(提示ID),prompt(提示文本),all_generated_responses(所有生成的响应),all_rm_scores(所有响应的RM分数),chosen(选定的响应及其角色),rejected(被拒绝的响应及其角色),ppl_chosen(选定响应的PPL值),nll_chosen(选定响应的NLL值),ppl_rejected(被拒绝响应的PPL值),nll_rejected(被拒绝响应的NLL值)。数据集分为训练集和测试集,训练集包含59569个示例,大小为792097911字节,测试集包含1941个示例,大小为26136876字节。

The dataset includes dialogue generation related data, with specific fields such as prompt_id (prompt ID), prompt (prompt text), all_generated_responses (all generated responses), all_rm_scores (RM scores for all responses), chosen (selected response and its role), rejected (rejected response and its role), ppl_chosen (PPL value of the selected response), nll_chosen (NLL value of the selected response), ppl_rejected (PPL value of the rejected response), and nll_rejected (NLL value of the rejected response). The dataset is divided into training and test sets, with the training set containing 59569 examples and a size of 792097911 bytes, and the test set containing 1941 examples and a size of 26136876 bytes.
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