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Last feature of ChunkDot
Jan. 16, 2024, 4:02 p.m. | Rodrigo Agundez
Towards AI - Medium pub.towardsai.net
Last Feature of ChunkDot
ChunkDot 0.3.0 now supports operations between 2 different input item embeddings.
In my last 2 blog posts, I introduced ChunkDot, a multi-threaded matrix multiplication, and cosine similarity calculations at scale for dense and sparse matrices. I showed how it can calculate pairwise cosine similarity calculations for very big matrices containing either dense or sparse embeddings.
- Cosine Similarity for 1 Trillion Pairs of Vectors
- Bulk Similarity Calculations for Sparse Embeddings …
big blog cosine-similarity data science embeddings feature machine learning matrix matrix multiplication nlp operations photo python scale
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