Python · sentence-transformers · Modal · BM25
Product search on Amazon shopping queries
A two-stage retrieval pipeline over 482,105 products. A fine-tuned 110M embedding model matches an 8B one, and the whole project cost $8.95 in GPU time.
Projects
Projects exploring more advanced concepts in machine learning like finetuning encoders and re-ranking models.