metadata
library_name: transformers
tags:
- llama
- facebook
- meta
- llama-3
- conversational
- text-generation-inference
Official AQLM quantization of meta-llama/Meta-Llama-3-8B-Instruct .
For this quantization, we used 1 codebook of 16 bits.
Results:
| Model | Quantization | MMLU (5-shot) | GSM8k (8-shot) | ArcC | ArcE | Hellaswag | Winogrande | PiQA | Model size, Gb |
|---|---|---|---|---|---|---|---|---|---|
| meta-llama/Meta-Llama-3-8B-Instruct | None | 0.6560 | 0.7475 | 0.5299 | 0.8165 | 0.5771 | 0.7867 | 0.7206 | 16.1 |
| 1x16 | 0.5529 | 0.3397 | 0.4428 | 0.7580 | 0.5313 | 0.7666 | 0.6788 | 4.1 |