File size: 664 Bytes
7fd2eb0 5ece999 7fd2eb0 5ece999 71cb383 7fd2eb0 71cb383 5ece999 7fd2eb0 |
1 2 3 4 5 6 7 8 9 10 11 12 |
Official [AQLM](https://arxiv.org/abs/2401.06118) quantization of [google/gemma-2b](https://huggingface.co/google/gemma-2b).
For this quantization, we used 2 codebooks of 8 bits.
Results (0-shot `acc`):
| Model | Quantization | WinoGrande | PiQA | HellaSwag | ArcE | ArcC | Model size, Gb |
|------|------|------|-------|-------|-------|------|------|
|gemma-2b| None | 0.6472 | 0.7715 | 0.5279 | 0.7403 | 0.4053| 5.0 |
| |2x8| 0.5801 | 0.6828 | 0.3891 | 0.5791 | 0.2534| 1.6 |
To learn more about the inference, as well as the information on how to quantize models yourself, please refer to the [official GitHub repo](https://github.com/Vahe1994/AQLM). |