In reply to @mixedbreadai

Models: mxbai-edge-colbert-v0-17m: https://huggingface.co/mixedbread-ai/mxbai-edge-colbert-v0-17m mxbai-edge-colbert-v0-32m: https://huggingface.co/mixedbread-ai/mxbai-edge-colbert-v0-32m Report: https://mixedbread.com/papers/small_colbert_report.pdf Blog post: https://mixedbread.com/blog/edge-v0