| --- |
| license: apache-2.0 |
| --- |
| |
| # Tiger Model Card |
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| ## Model details |
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| Tactic-guided reasoner (Tiger) is a language model that solves *reasoning in the wild* task proposed in paper [Can LLMs Reason in the Wild with Programs](https://arxiv.org/abs/2406.13764). |
| It is trained by fine-tuning the LLaMA3-8B model on the [ReWild](https://huggingface.co/datasets/yuan-yang/ReWild) dataset. |
|
|
| **Model type:** |
| This repo contains the LoRA delta weights for `Tiger-Routing-8B` |
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| We also provide the delta weights of other versions: |
| - [Tiger-Routing-8B](https://huggingface.co/yuan-yang/Tiger-Routing-8B/) |
| - [Tiger-PJ-8B](https://huggingface.co/yuan-yang/Tiger-PJ-8B) |
| - [Tiger-IPJ-8B](https://huggingface.co/yuan-yang/Tiger-IPJ-8B) |
|
|
| **License:** |
| Apache License 2.0 |
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|
| ## Using the model |
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| Check out how to use the model on our project page: https://github.com/gblackout/Reason-in-the-Wild/ |
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| **Primary intended uses:** |
| Tiger is intended to be used for research. |
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| ## Citation |
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|
| ``` |
| @article{yang2024can, |
| title={Can LLMs Reason in the Wild with Programs?}, |
| author={Yang, Yuan and Xiong, Siheng and Payani, Ali and Shareghi, Ehsan and Fekri, Faramarz}, |
| journal={arXiv preprint arXiv:2406.13764}, |
| year={2024} |
| } |
| ``` |
