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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: apache-2.0
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+ language:
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+ - en
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+ quantized_by: TheMelonGod
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+ pipeline_tag: text-generation
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+ tags:
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+ - quantized
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+ - safetensors
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+ - exllamav2
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+ - gemma2
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+ base_model:
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+ - qingy2024/GRMR-2B-Instruct
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+ base_model_relation: quantized
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+ ---
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+ **Orignal Model by:** [Qingyun Li](https://huggingface.co/qingy2024)
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+ **Orignal Model:** [GRMR-2B-Instruct](https://huggingface.co/qingy2024/GRMR-2B-Instruct)
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+
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+ For more information about the model, I highly recommend checking out the original model page and the creator while you're at it.
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+
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+ **ExLlamaV2 Quantizations:**
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+ **8.0bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-8.0bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-8.0bpw)
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+ **7.75bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-7.75bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-7.75bpw)
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+ **7.5bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-7.5bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-7.5bpw)
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+ **7.25bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-7.25bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-7.25bpw)
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+ **7.0bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-7.0bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-7.0bpw)
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+ **6.75bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-6.75bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-6.75bpw)
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+ **6.5bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-6.5bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-6.5bpw)
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+ **6.25bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-6.25bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-6.25bpw)
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+ **6.0bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-6.0bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-6.0bpw)
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+ **5.75bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-5.75bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-5.75bpw)
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+ **5.5bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-5.5bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-5.5bpw)
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+ **5.25bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-5.25bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-5.25bpw)
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+ **5.0bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-5.0bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-5.0bpw)
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+ **4.75bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-4.75bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-4.75bpw)
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+ **4.5bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-4.5bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-4.5bpw)
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+ **4.25bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-4.25bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-4.25bpw)
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+ **4.0bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-4.0bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-4.0bpw)
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+ **3.75bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-3.75bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-3.75bpw)
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+ **3.5bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-3.5bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-3.5bpw)
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+ **3.25bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-3.25bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-3.25bpw)
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+ **3.0bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-3.0bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-3.0bpw)
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+ **2.75bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-2.75bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-2.75bpw)
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+ **2.5bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-2.5bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-2.5bpw)
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+ **2.25bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-2.25bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-2.25bpw)
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+ **2.0bpw**: [8hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/8hb-2.0bpw) | [6hb](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/tree/6hb-2.0bpw)
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+
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+ [Measurement File](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/blob/main/GRMR-2B-Instruct-measurement.json) _(Default/built-in calibration dataset was used)_
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+
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+ If you need a specific model quantized or particular bits per weight, please let me know. I’m happy to help.
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+
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+ Your feedback and suggestions are always welcome! They help me improve and make quantizations better for everyone.
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+
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+ Special thanks to [turboderp](https://huggingface.co/turboderp) for developing the tools that made these quantizations possible. Your contributions are greatly appreciated!