Models
New and updated models, and how they score.

Introducing Clef-omni with full multimodality, plus a faster Clef and a cheaper Clef-flash
Today, we’re releasing Clef-omni, which takes in audio and video input alongside text and image.
ConwayResearch/Underdog-Saluki-27B-1.0
ConwayResearch published the model Underdog-Saluki-27B-1.0 on Hugging Face.

OrcaRouter Releases OrcaCyber Zero 1.5 Cybersecurity Model With 1M Context
OrcaRouter has released OrcaCyber Zero 1.5, a model for authorized vulnerability research.
mistralai/LIDstral-Arabic
mistralai published the model LIDstral-Arabic on Hugging Face.
[AINews] Reflection Beam - 501B-A23B American Open Model
It’s been over a year since Reflection launched with us with big goals on coding (and hinted about their RL approach):
llm-mistral 0.16
Adds support for reasoning models, such as the newly released Mistral Large 4.
The model that didn't exist, so you made it yourself
Last week, I wanted a small version of the prompt rewriter that ships with Qwen-Image 2.1.
ej
An 11MB local model for typed decisions in one pass

Nace AI Open-Sources Drex 1.5: A 9B Decision Model That Scores Options, Not Text
Nace.AI has open-sourced Drex 1.5, a 9B decision model for agents and backend workflows.
LiquidAI/d1-omni-600M
LiquidAI published the model d1-omni-600M on Hugging Face.
perplexity-ai/pplx-decider-v1.1-27b
perplexity-ai published the model pplx-decider-v1.1-27b on Hugging Face.
One Model Family, Two Gold-Level Results: Fine-Tuning Nemotron for IOI and IMO
Starting from Nemotron 3, our teams used supervised fine-tuning (SFT), reinforcement learning (RL), and feedback-driven inference to create systems that reached gold-medal level at both IMO 2026 and IOI 2026.
Mistral Large 4
llm -m gpt-6.1-sol 'Generate an SVG of an armadillo in fishnet tights jaywalking on Mars'
EmbeddingGemma 2
My comment on EmbeddingGemma 2 — Hacker News.