GLiClass-Multilang Collection Multi-lingual zero-shot text classification models • 3 items • Updated Apr 30 • 8
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 • 233
view article Article Vision Language Model Alignment in TRL ⚡️ +3 sergiopaniego, merve, qgallouedec, kashif, ariG23498 • Aug 7, 2025 • 113
view article Article Continuous batching from first principles +1 ror, ArthurZ, mcpotato • Nov 25, 2025 • 423
view article Article Mixture of Experts (MoEs) in Transformers +5 ariG23498, pcuenq, merve, IlyasMoutawwakil, ArthurZ, sergiopaniego, Molbap • Feb 26 • 172
jina-embeddings-v5-text: Task-Targeted Embedding Distillation Paper • 2602.15547 • Published Feb 17 • 31
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 Feb 27 • 41
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 • 508
view article Article Training and Finetuning Reranker Models with Sentence Transformers tomaarsen • Mar 26, 2025 • 196
jina-reranker-v3: Last but Not Late Interaction for Document Reranking Paper • 2509.25085 • Published Sep 29, 2025 • 10
view article Article Transformers v5: Simple model definitions powering the AI ecosystem +2 lysandre, ArthurZ, cyrilvallez, reach-vb • Dec 1, 2025 • 312
mmBERT: a modern multilingual encoder Collection mmBERT is trained on 3T tokens from over 1800 languages, showing SoTA scores on benchmarks and exceptional low-resource performance • 17 items • Updated Jun 16 • 54
view article Article mmBERT: ModernBERT goes Multilingual +4 mmarone, orionweller, will-fleshman, eugene-yang, dlawrie, vandurme • Sep 9, 2025 • 151