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[Feat] Support for binary and scalar embedding quantization

Open yeirr opened this issue 1 year ago • 1 comments

Limitations

Current supported types for HNSW are FLOAT32 and FLOAT64.

Feature Request

Support for binary and scalar embedding quantization(https://huggingface.co/blog/embedding-quantization) using HNSW.

yeirr avatar Mar 25 '24 04:03 yeirr

Support for FP16 and BFLOAT16 is coming very very soon.

tylerhutcherson avatar Jun 18 '24 17:06 tylerhutcherson

Support for FLOAT16 and BFLOAT16 is now available in the library. INT8 coming soon.

tylerhutcherson avatar Jan 24 '25 17:01 tylerhutcherson