view article Article SLMLogitsClassifier: How SLMs can be adapted to deliver efficient, robust and instruction-aligned classification in a single forward pass UlrickBL • Dec 7, 2025 • 2
view article Article Beyond LoRA: Can you beat the most popular fine-tuning technique? +2 BenjaminB, sayakpaul, hubnemo, kashif • 18 days ago • 71
GLiClass-Multilang Collection Multi-lingual zero-shot text classification models • 3 items • Updated Apr 30 • 8
MOSS-Audio Collection An open-source audio understanding model supporting speech recognition, environmental sound analysis, music understanding, time-aware QA, and complex • 9 items • Updated 24 days ago • 66
Distil PII Redaction Collection A family of small language models (SLMs) specialized for policy-aware PII redaction that can run locally. • 7 items • Updated Feb 6 • 10
Mistral Small 4 Collection A state-of-the-art model, open-weight, with a granular Mixture-of-Experts architecture that fuses instruct, reasoning and agentic skills. • 3 items • Updated Mar 16 • 75
DroPE Collection Extending the Context of Pretrained LLMs by Dropping Their Positional Embedding (https://www.arxiv.org/abs/2512.12167) • 1 item • Updated Jan 11 • 3
pplx-embed Collection Diffusion-Pretrained Dense and Contextual Embeddings • 10 items • Updated May 26 • 100
ColBERT-Zero 🐶 Collection First large-scale fully pre-trained ColBERT model using only public data, outperforming GTE-ModernColBERT and GTE-ModernBERT • 10 items • Updated 11 days ago • 23
GLiClass-Instruct Collection Multi-task efficient zero-shot sequence classification models • 3 items • Updated Apr 30 • 5
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 Firecracker vs Docker: The Technical Boundary Between MicroVMs and Containers agentbox-master • Nov 6, 2025 • 4
view article Article LateOn-Code & ColGrep: LightOn unveils state-of-the-art code retrieval models and code search tooling lightonai • Feb 12 • 58
NeuTTS Air Collection NeuTTS Air is a speech foundation model that runs on CPU in real-time, with instant voice cloning. • 3 items • Updated Jun 2 • 21