---
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-3-70B-Instruct
](https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct).

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

Results (measured with `lm_eval==4.0`): 
| Model      | Quantization | MMLU (5-shot) | ArcC| ArcE| Hellaswag | Winogrande | PiQA | Model size, Gb |
|------|------|-------|------|------|------|------|------|------|
|meta-llama/Meta-Llama-3-70B | - | 0.7980 | 0.6160	| 0.8624 | 0.6367 | 0.8183 | 0.7632 | 141.2 |
|  | 1x16 | 0.7587 | 0.4863	| 0.7668 | 0.6159 | 0.7481 | 0.7537 | 21.9 |