Text Generation
Transformers
Safetensors
liger_gsa
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  2. README.md +39 -3
  3. figures/liger_framework.png +3 -0
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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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+ [\[πŸ“‚ GitHub\]](https://github.com/OpenSparseLLMs/Linearization) [\[πŸ“œ Liger\]](https://huggingface.co/papers/2503.01496) [\[πŸ“‘ arXiv\]](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) | [πŸ€— 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) | [πŸ€— 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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+ ```
figures/liger_framework.png ADDED

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