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license: apache-2.0 |
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# 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). |
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It is trained by fine-tuning the LLaMA3-8B model on the [ReWild](https://huggingface.co/datasets/yuan-yang/ReWild) dataset. |
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**Model type:** |
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This repo contains the LoRA delta weights for `Tiger-PJ-8B` |
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We also provide the delta weights of other versions: |
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- [Tiger-Routing-8B](https://huggingface.co/yuan-yang/Tiger-Routing-8B/) |
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- [Tiger-PJ-8B](https://huggingface.co/yuan-yang/Tiger-PJ-8B) |
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- [Tiger-IPJ-8B](https://huggingface.co/yuan-yang/Tiger-IPJ-8B) |
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**License:** |
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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:** |
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Tiger is intended to be used for research. |
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## Citation |
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``` |
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@article{yang2024can, |
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title={Can LLMs Reason in the Wild with Programs?}, |
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author={Yang, Yuan and Xiong, Siheng and Payani, Ali and Shareghi, Ehsan and Fekri, Faramarz}, |
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journal={arXiv preprint arXiv:2406.13764}, |
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year={2024} |
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} |
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``` |
