Bekko Embedding: Parameter-Efficient Multilingual Retrieval with Ultra-Compact Encoders Paper • 2607.25180 • Published Jul 28 • 7
GLiClass-v4 Collection The next generation of zero-shot classifiers. • 3 items • Updated 13 days ago • 11
UltraBERT Collection UltraBERT: Beyond the Limit of BERT Pre-Training. Pre-trained 150M/380M encoders and a text embedding model, English, 32K context. • 4 items • Updated 15 days ago • 30
view article Article UltraBERT: One Encoder for Classification and Retrieval dmis-lab • 15 days ago • 65
OpenEnv Environment Hub Collection Validated first-party canonical OpenEnv environments on Hugging Face Hub • 17 items • Updated 1 day ago • 12
GLiClass-Multilang Collection Multi-lingual zero-shot text classification models • 3 items • Updated Apr 30 • 11
GLiCLass-V3 Collection Models for zero-shot text classification that are up to 50 times faster than Cross-Encoders and show the same or higher accuracy. • 8 items • Updated Jan 29 • 22
view article Article Train 400x faster Static Embedding Models with Sentence Transformers tomaarsen • Jan 15, 2025 • 238
view article Article Vision Language Model Alignment in TRL ⚡️ +3 sergiopaniego, merve, qgallouedec, kashif, ariG23498 • Aug 7, 2025 • 115
view article Article Continuous batching from first principles +1 ror, ArthurZ, mcpotato • Nov 25, 2025 • 456
view article Article Mixture of Experts (MoEs) in Transformers +5 ariG23498, pcuenq, merve, IlyasMoutawwakil, ArthurZ, sergiopaniego, Molbap • Feb 26 • 181
jina-embeddings-v5-text: Task-Targeted Embedding Distillation Paper • 2602.15547 • Published Feb 17 • 32
jina-embeddings-v5-text Collection Our 5th-gen embeddings: two lightweight multilingual models with SOTA performance in retrieval, matching, clustering, and classification. • 29 items • Updated Sep 17 • 42
view article Article GGML and llama.cpp join HF to ensure the long-term progress of Local AI +4 ggerganov, ngxson, allozaur, lysandre, victor, julien-c • Feb 20 • 511
view article Article Training and Finetuning Reranker Models with Sentence Transformers tomaarsen • Mar 26, 2025 • 197