AI agents running research on single-GPU nanochat training automatically

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per re…

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Replace 'hub' with 'ingest' in any GitHub URL to get a prompt-friendly extract of a codebase

Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own

Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.

an unhealthy amount of work has been put into this...star it?

A family of System One-style models fine-tuned from Qwen3.5, designed for one-pass typed decisions with calibrated probabilities.

DLSS 5 NR on your whole Windows desktop, in real time with Boost, FG, etc. RTX 30/40/50, 12 languages, user presets, recording with audio, one-window mode.

The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.

A Material 3 inspired desktop shell for Niri and Hyprland created with Ignis.

A widget framework for building desktop shells, written and configurable in Python

JevBench by Benchmark Heaven: benchmark and leaderboard for AI decision models, measuring typed decision accuracy, calibration, latency and cost.