Hugging Face's logo
David Mezzetti's picture

David Mezzetti

davidmezzetti
NeuML
26 24 122
SeaWolf-AI's profile picture dvilasuero's profile picture John6666's profile picture
·
https://github.com/davidmezzetti

AI & ML interests

None yet

Recent Activity

new activity about 1 month ago
NeuML/colbert-bert-tiny:Add Sentence Transformers usage
repliedto their post about 1 month ago
Exciting addition coming with the next txtai release: LEMUR for ColBERT-style Late-Interaction Retrieval! 🎉 Contributor @Morgan-coded introduced LEMUR to txtai, making it, as far as we know, the first framework to incorporate LEMUR for late-interaction retrieval using standard, fixed-vector indexes. Key benefits: 🚀 Significant boost: 49–62% higher NDCG@10 than 2,048-dimensional MUVERA 💾 5x less storage: 2,048 dimensions vs. MUVERA’s default 10,240 📐 Better geometry: Optional batch mean centering addresses anisotropy in token embeddings A promising step toward making ColBERT-style retrieval more practical with conventional vector search. Read the full breakdown: https://huggingface.co/blog/NeuML/txtai-lemur
repliedto their post about 1 month ago
Exciting addition coming with the next txtai release: LEMUR for ColBERT-style Late-Interaction Retrieval! 🎉 Contributor @Morgan-coded introduced LEMUR to txtai, making it, as far as we know, the first framework to incorporate LEMUR for late-interaction retrieval using standard, fixed-vector indexes. Key benefits: 🚀 Significant boost: 49–62% higher NDCG@10 than 2,048-dimensional MUVERA 💾 5x less storage: 2,048 dimensions vs. MUVERA’s default 10,240 📐 Better geometry: Optional batch mean centering addresses anisotropy in token embeddings A promising step toward making ColBERT-style retrieval more practical with conventional vector search. Read the full breakdown: https://huggingface.co/blog/NeuML/txtai-lemur
View all activity

Organizations

NeuML's profile picture