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README.md

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 **Skywork-13B-Math**: Skywork-13B-Math model has undergone specialized training to enhance its mathematical abilities. In the 13B-scale model, the Skywork-13B-Math model ranked first in the GSM8K evaluation, and it also performed exceptionally well on the MATH dataset and CMATH, placing it among the top-level 13B models.
 
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+**Skywork-13B-Math-8bits**模型为**Skywork-13B-Math**的8bits量化版，支持用户在消费级显卡上进行进行部署和推理。
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+**Skywork-13B-Math-8bits** is a quantizated model of **Skywork-13B-Math**, to support deployment and inference on consumer-grade GPUs.
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 如果您希望了解更多的信息，如训练方案，评估方法，请参考我们的[技术报告](https://arxiv.org/skywork-tech-report)，[Skymath](https://arxiv.org/abs/2310.16713)论文，[SkyworkMM](https://github.com/will-singularity/Skywork-MM/blob/main/skywork_mm.pdf)论文。
 
 If you are interested in more training and evaluation details, please refer to our [technical report](https://arxiv.org/skywork-tech-report), [Skymath]((https://arxiv.org/skywork-tech-report)) paper and [SkyworkMM](https://github.com/will-singularity/Skywork-MM/blob/main/skywork_mm.pdf) paper.