metadata
library_name: transformers
tags:
- aqlm
- llama
- facebook
- meta
- llama-3
- conversational
- text-generation-inference
base_model: meta-llama/Llama-3.2-3B
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 | fp16 | 0.5642 | 0.4224 | 0.7449 | 0.5526 | 0.7666 | 0.6993 | 6.4 |
| 2x8g8 | 0.3876 | 0.3328 | 0.6763 | 0.4817 | 0.7421 | 0.5975 | 1.5 |