train_with_paraphrasing
Collection
[long-context models trained with "original text paraphrasing" dataset](https://github.com/yuyijiong/train_with_paraphrasing)
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4 items
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Updated
Qwen1.5-4B-Chat模型在 Long-Instruction-with-Paraphrasing数据集上微调，提升了 long-context 能力
Eval on LongBench
long-context 能力得到提升
| model | score | average score |
|---|---|---|
| Qwen1.5-4B-Chat | 'dureader': 33.61 'hotpotqa': 96.5,'lsht': 41.0 'multifieldqa_en': 100.0 'multifieldqa_zh': 55.4 'passage_retrieval_en': 13.0 'passage_retrieval_zh': 16.5 'qmsum': 22.69 'trec': 73.0 'vcsum': 15.65 |
46.73 |
| Qwen1.5-4b-chat-paraph | {'dureader': 31.54 'hotpotqa': 99.0 'lsht': 39.5 'multifieldqa_en': 100.0 'multifieldqa_zh': 48.41 'passage_retrieval_en': 74.5 'passage_retrieval_zh': 62.5 'qmsum': 23.9 'trec': 74.5 'vcsum': 15.79} |
56.96 |
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