File size: 915 Bytes
132c138 395071e 132c138 7bcb644 8a53461 e6af5c5 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 |
---
library_name: transformers
tags:
- llama
- facebook
- meta
- llama-3
- conversational
- text-generation-inference
---
Official [AQLM](https://arxiv.org/abs/2401.06118) quantization of [meta-llama/Meta-Llama-3.1-8B
](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B) finetuned with [PV-Tuning](https://arxiv.org/abs/2405.14852).
For this quantization, we used 1 codebook of 16 bits and groupsize of 16.
Results:
| Model | Quantization | MMLU (5-shot) | ArcC| ArcE| Hellaswag | PiQA | Winogrande | Model size, Gb |
|------|------|-------|------|------|------|------|------|------|
|meta-llama/Meta-Llama-3.1-8B| None |0.6521 | 0.5145 | 0.8144 | 0.5998 | 0.8014 | 0.7356 | 16.1 |
| | 1x16g8 | 0.3574 | 0.3464 | 0.6793 | 0.4822 | 0.7318 | 0.6275 | 3.4 |
**Note**
We used `lm-eval=0.4.0` for evaluation.
**UPD (09.08.2024)**
Uploaded new version finetuned on more data for longer with better quality. |