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license: llama2 |
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## WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct |
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<p align="center"> |
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🤗 <a href="https://huggingface.co/WizardLM" target="_blank">HF Repo</a> • 🐦 <a href="https://twitter.com/WizardLM_AI" target="_blank">Twitter</a> • 📃 <a href="https://arxiv.org/abs/2304.12244" target="_blank">[WizardLM]</a> • 📃 <a href="https://arxiv.org/abs/2306.08568" target="_blank">[WizardCoder]</a> <br> |
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<p align="center"> |
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👋 Join our <a href="https://discord.gg/VZjjHtWrKs" target="_blank">Discord</a> |
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| Model | Checkpoint | Paper | GSM8k | MATH |Online Demo| License| |
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| ----- |------| ---- |------|-------| ----- | ----- | |
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| WizardMath-70B-V1.0 | 🤗 <a href="https://huggingface.co/WizardLM/WizardMath-70B-V1.0" target="_blank">HF Link</a> | 📃Coming Soon| **81.6** | **22.7** || <a href="https://ai.meta.com/resources/models-and-libraries/llama-downloads/" target="_blank">Llama 2 License </a> | |
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| WizardMath-13B-V1.0 | 🤗 <a href="https://huggingface.co/WizardLM/WizardMath-13B-V1.0" target="_blank">HF Link</a> | 📃Coming Soon| **63.9** | **14.0** | [Demo-1](http://47.103.63.15:50082/), | <a href="https://ai.meta.com/resources/models-and-libraries/llama-downloads/" target="_blank">Llama 2 License </a> | |
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| WizardMath-7B-V1.0 | 🤗 <a href="https://huggingface.co/WizardLM/WizardMath-7B-V1.0" target="_blank">HF Link</a> | 📃Coming Soon| **54.9** | **10.7** | [Demo-1](http://47.103.63.15:50080/), [Demo-2](http://47.103.63.15:50081/) | <a href="https://ai.meta.com/resources/models-and-libraries/llama-downloads/" target="_blank">Llama 2 License </a>| |
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**Github Repo**: https://github.com/nlpxucan/WizardLM/tree/main/WizardMath |
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**Twitter**: https://twitter.com/WizardLM_AI/status/1689998428200112128 |
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**Discord**: https://discord.gg/VZjjHtWrKs |
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❗<b>Note for model system prompts usage:</b> |
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Please use **the same systems prompts strictly** with us, and we do not guarantee the accuracy of the **quantified versions**. |
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**Default version:** |
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``` |
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"Below is an instruction that describes a task. Write a response that appropriately completes the request.\n\n### Instruction:\n{instruction}\n\n### Response:" |
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``` |
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**CoT Version:** （❗For the **simple** math questions, we do NOT recommend to use the CoT prompt.） |
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``` |
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"Below is an instruction that describes a task. Write a response that appropriately completes the request.\n\n### Instruction:\n{instruction}\n\n### Response: Let's think step by step." |
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``` |
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❗<b>To commen concern about dataset:</b> |
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Recently, there have been clear changes in the open-source policy and regulations of our overall organization's code, data, and models. |
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Despite this, we have still worked hard to obtain opening the weights of the model first, but the data involves stricter auditing and is in review with our legal team . |
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Our researchers have no authority to publicly release them without authorization. |
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Thank you for your understanding. |
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