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  This is [allenai/Olmo-3.1-32B-Think](https://huggingface.co/allenai/Olmo-3.1-32B-Think) quantized with [LLM Compressor](https://github.com/vllm-project/llm-compressor) with the recipe in the "recipe.yaml" file. **Not Tested**
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  - **Developed by:** [The Kaitchup](https://kaitchup.substack.com/)
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  - **License:** Apache 2.0 license
 
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  This is [allenai/Olmo-3.1-32B-Think](https://huggingface.co/allenai/Olmo-3.1-32B-Think) quantized with [LLM Compressor](https://github.com/vllm-project/llm-compressor) with the recipe in the "recipe.yaml" file. **Not Tested**
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+ How the models perform (token efficiency, accuracy per domain, ...) and how to use them:
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+ [Quantizing Olmo 3: Most Efficient and Accurate Formats](https://kaitchup.substack.com/p/quantizing-olmo-3-most-efficient)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/64b93e6bd6c468ac7536607e/H3JWV_ha07IrN-Sz6C7VL.png)
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  - **Developed by:** [The Kaitchup](https://kaitchup.substack.com/)
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  - **License:** Apache 2.0 license