Only Use AQ part

[zzzzzzzyb]

Hi, I would like to only use aq part for other downstream tasks, is there a way to simply load data and save results for training aq on vectors?

[Vahe1994]

Hello!
I'm not quite sure what you're trying to do. Could you please provide more details?

Here's an example of using AQLM for a single layer:
https://github.com/Vahe1994/AQLM/blob/main/notebooks/aq_simple.ipynb

If you're looking for the original Additive Quantization, you can refer to:
https://github.com/facebookresearch/faiss/wiki/Additive-quantizers

[zzzzzzzyb]

Thanks for your answer!
For my downstream tasks, I need to quantize a single embedding layer via AQ. However I tried aq_simple.ipynb, it seems not to save the final quantization results.
The second repo is a great help, thank you for helping.