---
license: apache-2.0
language:
- en
quantized_by: TheMelonGod
pipeline_tag: text-generation
tags:
- quantized
- safetensors
- exllamav2
- gemma2
base_model:
- qingy2024/GRMR-2B-Instruct
base_model_relation: quantized
---
**Orignal Model by:** [Qingyun Li](https://huggingface.co/qingy2024)  
**Orignal Model:** [GRMR-2B-Instruct](https://huggingface.co/qingy2024/GRMR-2B-Instruct)  

For more information about the model, I highly recommend checking out the original model page and the creator while you're at it.

**ExLlamaV2 Quantizations:**  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  
**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)  

[Measurement File](https://huggingface.co/TheMelonGod/GRMR-2B-Instruct-exl2/blob/main/GRMR-2B-Instruct-measurement.json) _(Default/built-in calibration dataset was used)_

If you need a specific model quantized or particular bits per weight, please let me know. I’m happy to help.

Your feedback and suggestions are always welcome! They help me improve and make quantizations better for everyone.

Special thanks to [turboderp](https://huggingface.co/turboderp) for developing the tools that made these quantizations possible. Your contributions are greatly appreciated!