Kalyan KS PRO

kalyan-ks

·

AI & ML interests

NLP (LLMs)

Recent Activity

upvoted an article about 5 hours ago

Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint

liked a model about 6 hours ago

tardellirs/crivo-150m

liked a model about 7 hours ago

autotrust/JEV-27B

View all activity

Organizations

upvoted an article about 5 hours ago

Article

Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint

ibm-granite

•

3 days ago

• 58

upvoted a collection about 11 hours ago

Indic-LLM-Eval-Suite

An open, community-driven evolving collection of benchmarks for comprehensive and reliable evaluation of LLMs across Indian Languages • 23 items • Updated 2 days ago • 1

upvoted 2 articles 1 day ago

Article

Ammu-1.0-OffOnTopic-Guardrail: Lightweight and Efficient Models for Off On Topic Guardrail Classification

kalyan-ks

•

1 day ago

• 1

Article

Scaling Indic Pretraining: 2.8 Trillion Tokens and an Open Data Generation Pipeline

nvidia

•

3 days ago

• 30

upvoted a collection 2 days ago

Ammu-1.0 Off On Topic Guardrail

Collection of Ammu 1.0 Off On Topic Guardrail Models and Dataset • 5 items • Updated 1 day ago • 1

upvoted 2 collections 3 days ago

Lev

Lev: Thinking Fast and Deep with Looped Decision Models. One checkpoint, multiple depths: 3 models + LevBench, training data and results. • 7 items • Updated 2 days ago • 2

Bonsai 2 Small

6 items • Updated 3 days ago • 36

upvoted an article 4 days ago

Article

Introducing Lumma-Fev-27B

FrontiersMind

•

4 days ago

• 26

upvoted a paper 5 days ago

LLM-as-Jev: LLMs Are Already Jev-Style Decision Models -- When and How to Fine-Tune Them

Paper • 2610.02076 • Published 15 days ago • 15

upvoted an article 6 days ago

Article

UIBK-Embedding-v1: A Dense and a Late-Interaction Retriever in One Model, One Index and One Search

abdoelsayed

•

6 days ago

• 13

upvoted a collection 8 days ago

Kev

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 17 days ago • 34

upvoted an article 8 days ago

Article

Ammu-1.0-FactCheck-Need: Lightweight and Efficient Models for Fact Check Need Classification

kalyan-ks

•

8 days ago

• 1

upvoted a changelog 9 days ago

Hugging Face Changelog

Decision Models on the Hub

9 days ago

• 221

upvoted a collection 9 days ago

BioBigBird

Model for long context biomedical named entity recognition and relation extraction • 3 items • Updated Aug 22 • 1

upvoted a collection 10 days ago

Ammu-1.0-FactCheck-Needed

Collection of SLMs and dataset for fact check needed classification • 5 items • Updated 1 day ago • 1

upvoted a collection 12 days ago

⛵ Vela 2.0

Towards Open Foundation Routing Models • 5 items • Updated 10 days ago • 31

upvoted an article 14 days ago

Article

S1MB: comparing System One Decision Models across 100+ benchmarks

hotchpotch

•

19 days ago

• 3

upvoted a collection 16 days ago

🧙‍ Decision 2.0

Towards Open Foundation Decision Models • 8 items • Updated 8 days ago • 98

upvoted an article 16 days ago

Article

New in llama.cpp: Decision Models

ggml-org

•

16 days ago

• 103

upvoted a collection 20 days ago

Jev-style decision models: open data

Data for Jev-style decision models. Notes say where labels come from: humans, exact rules or an LLM teacher. Last updated 2026-09-24. • 17 items • Updated 25 days ago • 10