prometheus-eval/Preference-Collection
Dataset Card Dataset Summary The Preference Collection is a dataset designed to induce fine-grained evaluation capabilities into language models. Recently, proprietary LLMs (e.g., GPT-4) have been used to evaluate long-form responses. In our experiments, we found that open-source LMs are not capable of evaluating long-form responses, showing low correlation with both human evaluators and GPT-4.\ In our paper, we found that by (1) fine-tuning feedback generated by GPT-4… See the full description on the dataset page: https://huggingface.co/datasets/prometheus-eval/Preference-Collection.
| Author / organization | prometheus-eval |
|---|---|
| License (as declared) | cc-by-4.0 |
| Downloads | 504 (as reported by Hugging Face) |
| Likes | 41 |
| Created | 29 January 2024 |
| Last updated at source | 3 May 2024 |
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