metadata
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 quantization of meta-llama/Llama-3.2-3B finetuned with PV-Tuning.
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 |