view article Article Benchmarking Quantized Ammu-1.0 Off On Topic Guardrail Models: Fast INT8 on CPU (Part 1) kalyan-ks • about 16 hours ago • 1
SauerkrautLM-MoEdernColBERT Collection Multilingual ColBERT retrievers on the MoEdernBERT architecture (1.5M, 27M, 115M) with GGUF and CoreML builds • 9 items • Updated 6 days ago • 13
Calibrated Typed Decisions for Entity, Relation, and Event Extraction Paper • 2610.17113 • Published 18 days ago • 9
view article Article Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint ibm-granite • 14 days ago • 78
Indic-LLM-Eval-Suite Collection An open, community-driven evolving collection of benchmarks for comprehensive and reliable evaluation of LLMs across Indian Languages • 23 items • Updated 13 days ago • 1
view article Article Ammu-1.0-OffOnTopic-Guardrail: Lightweight and Efficient Models for Off On Topic Guardrail Classification kalyan-ks • 12 days ago • 1
view article Article Scaling Indic Pretraining: 2.8 Trillion Tokens and an Open Data Generation Pipeline nvidia • 14 days ago • 50
Ammu-1.0 Off On Topic Guardrail Collection Collection of Ammu 1.0 Off On Topic Guardrail Models and Dataset • 9 items • Updated 5 days ago • 1
Lev Collection Lev: Thinking Fast and Deep with Looped Decision Models. One checkpoint, multiple depths: 3 models + LevBench, training data and results. • 7 items • Updated 13 days ago • 4
LLM-as-Jev: LLMs Are Already Jev-Style Decision Models -- When and How to Fine-Tune Them Paper • 2610.02076 • Published 26 days ago • 16
view article Article UIBK-Embedding-v1: A Dense and a Late-Interaction Retriever in One Model, One Index and One Search abdoelsayed • 17 days ago • 13
Kev Collection Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own • 6 items • Updated 28 days ago • 35
view article Article Ammu-1.0-FactCheck-Need: Lightweight and Efficient Models for Fact Check Need Classification kalyan-ks • 19 days ago • 1
BioBigBird Collection Model for long context biomedical named entity recognition and relation extraction • 3 items • Updated Aug 22 • 1
Ammu-1.0-FactCheck-Needed Collection Collection of SLMs and dataset for fact check needed classification • 5 items • Updated 12 days ago • 1