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- figures/liger_framework.png +3 -0
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README.md
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---
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license: apache-2.0
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---
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license: apache-2.0
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library_name: transformers
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pipeline_tag: text-generation
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---
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# Liger-GLA-8B
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[\[π GitHub\]](https://github.com/OpenSparseLLMs/Linearization) [\[π Liger\]](https://huggingface.co/papers/2503.01496) [\[π arXiv\]](https://arxiv.org/abs/2503.01496)
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We introduce **Liger-GSA-8B**, a gated linear recurrent model linearized from Transformer-based LLM.
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<p align="center">
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<img width="90%" src="figures/liger_framework.png">
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</p>
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Our **Liger** framework is compatible with various linear recurrent models with gating structures:
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| Model Name | Base Model | Linear Structure | HF Link |
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| --- | --- | --- | --- |
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| Liger-GLA-8B | [Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B) | [GLA](https://arxiv.org/abs/2312.06635) | [π€ link](https://huggingface.co/linear-moe-hub/Liger-GLA-8B) |
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| Liger-GSA-8B | [Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B) | [GSA](https://arxiv.org/abs/2409.07146) | [π€ link](https://huggingface.co/linear-moe-hub/Liger-GSA-8B) |
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## Citation
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If you find this repo useful, please cite and star our work:
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```bibtex
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@article{lan2025liger,
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title={Liger: Linearizing Large Language Models to Gated Recurrent Structures},
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author={Lan, Disen and Sun, Weigao and Hu, Jiaxi and Du, Jusen and Cheng, Yu},
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journal={arXiv preprint arXiv:2503.01496},
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year={2025}
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}
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```
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figures/liger_framework.png
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