---
base_model: qingy2024/GRMR-V3-L3B
base_model_relation: quantized
quantized_by: ArtusDev
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
- sft
- exl3
license: apache-2.0
language:
- en
---

## EXL3 Quants of qingy2024/GRMR-V3-L3B

EXL3 quants of [qingy2024/GRMR-V3-L3B](https://huggingface.co/qingy2024/GRMR-V3-L3B) using <a href="https://github.com/turboderp-org/exllamav3/">exllamav3</a> for quantization.

### Quants
| Quant(Revision) | Bits per Weight | Head Bits |
| -------- | ---------- | --------- |
| [3.0_H6](https://huggingface.co/ArtusDev/qingy2024_GRMR-V3-L3B-EXL3/tree/3.0bpw_H6) | 3.0 | 6 |
| [3.5_H6](https://huggingface.co/ArtusDev/qingy2024_GRMR-V3-L3B-EXL3/tree/3.5bpw_H6) | 3.5 | 6 |
| [4.0_H6](https://huggingface.co/ArtusDev/qingy2024_GRMR-V3-L3B-EXL3/tree/4.0bpw_H6) | 4.0 | 6 |
| [4.5_H6](https://huggingface.co/ArtusDev/qingy2024_GRMR-V3-L3B-EXL3/tree/4.5bpw_H6) | 4.5 | 6 |
| [5.0_H6](https://huggingface.co/ArtusDev/qingy2024_GRMR-V3-L3B-EXL3/tree/5.0bpw_H6) | 5.0 | 6 |
| [6.0_H6](https://huggingface.co/ArtusDev/qingy2024_GRMR-V3-L3B-EXL3/tree/6.0bpw_H6) | 6.0 | 6 |
| [8.0_H6](https://huggingface.co/ArtusDev/qingy2024_GRMR-V3-L3B-EXL3/tree/8.0bpw_H6) | 8.0 | 6 |
| [8.0_H8](https://huggingface.co/ArtusDev/qingy2024_GRMR-V3-L3B-EXL3/tree/8.0bpw_H8) | 8.0 | 8 |

### Downloading quants with huggingface-cli

<details>
  <summary>Click to view download instructions</summary>

Install hugginface-cli:

```bash
pip install -U "huggingface_hub[cli]"
```

Download quant by targeting the specific quant revision (branch):

```
huggingface-cli download ArtusDev/qingy2024_GRMR-V3-L3B-EXL3 --revision "5bpw_H6" --local-dir ./
```
</details>