---
library_name: transformers
tags:
- llama
- facebook
- meta
- llama-3
- conversational
- text-generation-inference
---
Official [AQLM](https://arxiv.org/abs/2401.06118) quantization of [meta-llama/Meta-Llama-3-8B
](https://huggingface.co/meta-llama/Meta-Llama-3-8B).

For this quantization, we used 1 codebook of 16 bits.

Results: 
| Model      | Quantization | MMLU (5-shot) | ArcC| ArcE| Hellaswag | PiQA | Winogrande | Model size, Gb |
|------|------|-------|------|------|------|------|------|------|
|meta-llama/Meta-Llama-3-8B| None |0.6525	| 0.5043 | 0.8009 | 0.6019 | 0.7971	| 0.7261 | 16.1 |
|  | 1x16 | 0.5647 | 0.4130	| 0.7428 | 0.5545 | 0.7780 | 0.7198 | 4.1 |

**UPD** 02.05.2024

The version of model with improved fine-tuning procedure.