README.md

---
library_name: transformers
tags:
- aqlm
- llama
- facebook
- meta
- llama-3
- conversational
- text-generation-inference
base_model: meta-llama/Llama-3.2-3B-Instruct
---

Official [AQLM](https://arxiv.org/abs/2401.06118) quantization of [meta-llama/Llama-3.2-3B
](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct) finetuned with [PV-Tuning](https://arxiv.org/abs/2405.14852).

For this quantization, we used 2 codebooks of 8 bits and groupsize of 8.

Results: 
| Model | Quantization | MMLU (5-shot) | ArcC   | ArcE   | Hellaswag | PiQA   | Winogrande | Model size, Gb |
|-------|--------------|---------------|--------|--------|-----------|--------|------------|----------------|
| meta-llama/Llama-3.2-3B-Instruct | fp16         | 0.5984 | 0.4369	| 0.7428 | 0.5224 | 0.7579 | 0.6732 | 6.4            |
|       | 2x8g8        | 0.4842 | 0.3686 | 0.7066 | 0.4833 | 0.7274	| 0.6346 | 1.5           |