|
--- |
|
license: llama2 |
|
--- |
|
|
|
|
|
## WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct |
|
|
|
|
|
|
|
<p align="center"> |
|
🤗 <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> |
|
</p> |
|
<p align="center"> |
|
👋 Join our <a href="https://discord.gg/bpmeZD7V" target="_blank">Discord</a> |
|
</p> |
|
|
|
|
|
|
|
|
|
|
|
| Model | Checkpoint | Paper | GSM8k | MATH | License| |
|
| ----- |------| ---- |------|-------| ----- | |
|
| 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> | |
|
| 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** | <a href="https://ai.meta.com/resources/models-and-libraries/llama-downloads/" target="_blank">Llama 2 License </a> | |
|
| 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** | <a href="https://ai.meta.com/resources/models-and-libraries/llama-downloads/" target="_blank">Llama 2 License </a>| |
|
|
|
**Github Repo**: https://github.com/nlpxucan/WizardLM/tree/main/WizardMath |
|
|
|
**Twitter**: |
|
|
|
**Discord**: https://discord.gg/bpmeZD7V |
|
|
|
|
|
|
|
❗<b>Note for model system prompts usage:</b> |
|
|
|
## CoT Version: |
|
|
|
``` |
|
Below is an instruction that describes a task. Write a response that appropriately completes the request. |
|
|
|
|
|
### Instruction: |
|
{instruction} |
|
|
|
|
|
### Response: Let's think step by step. |
|
``` |
|
|
|
❗<b>To commen concern about dataset:</b> |
|
|
|
Recently, there have been clear changes in the open-source policy and regulations of our overall organization's code, data, and models. |
|
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 . |
|
Our researchers have no authority to publicly release them without authorization. |
|
Thank you for your understanding. |
|
|
