OmniScience

index with scalar quantization not supported

1

I wanted to build IVF262144_HNSW32,SQ8, but the estimation of the required memory was way too big.

x8 vs x4fsr

2

``` INFO:autofaiss: Computing best hyperparameters for index faiss_titles.faiss 05/05/2022, 07:16:53 WARNING:autofaiss:The maximum nearest neighbors coverage is 10.65% for this index. It means that when requesting 20 nearest neighbors, the average...

Suspicious constant 1-recall score

3

I have trained 3 different index and every time, my 1-recall@20 are exactly the same: INFO:autofaiss: 1-recall@20: 0.802 INFO:autofaiss: 1-recall@40: 0.824 But there is some variation in the 20-recall and...

1-recall constant for independent indexes.

2

Hi, Thank you so much for this library. I am currently building an academic search engine, and faiss is one of the core technology. You can see the project here...

The library is not compatible with pylance 3.9