File size: 571 Bytes
f8df579
 
 
 
 
 
 
 
 
282cbe3
 
f8df579
 
 
 
1139e72
f8df579
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
---
library_name: transformers
tags:
- cohere
- conversational
- 10languages
- text-generation-inference
- Inference Endpoints
---
Official [AQLM](https://arxiv.org/abs/2401.06118) quantization of [CohereForAI/c4ai-command-r-v01
](https://huggingface.co/CohereForAI/c4ai-command-r-v01).

For this quantization, we used 1 codebook of 16 bits.

Results: 
| Model      | Quantization | MMLU (5-shot) | GSM8k (8-shot) | Model size, Gb |
|------|------|-------|------|------|
|CohereForAI/c4ai-command-r-v01| None |0.6755 | 0.6065 | 70.0 |
|  | 1x16 | 0.5719 | 0.3760 | 12.7 |