QuATernaryons Architecture v0.2.0
Non-Euclidean 4D Quaternion Rotor Attention mechanism for long-context LLMs and vision transformers. Replaces Euclidean dot products with hyperspherical rotor manifolds on $S^3$. Drag the 4D hyper-torus below:
Discord Haven
Direct researcher comms, model drop alerts, non-Euclidean debates, and late-night shitposting. Join the sanctuary.
Project Anvil Local Runner
High-throughput local LLM runner optimized for Apple Silicon Metal, Blackwell NVFP4, and edge deployment without Python overhead.
CERN Zenodo Community
Permanent scientific repository holding all peer-reviewed research preprints, cryptographic proofs, benchmark logs, and open dataset distributions.
Flagship Releases
Frontier uncensored models: GLM-5.3-Flash, DeepSeek-V4.1-Protium, and Qwen-3.8-Cold-Fusion in MLX & GGUF.
SolsticeAI Foundry
Community research namespace for public fine-tunes, open dataset mirrors, quantizations, and collective experiments.
Official Website
The flagship homepage, technical roadmap, architectural manifesto, and full research publication listings.
Shreyan Dushyant Gondaliya • ORCID: 0009-0000-1273-1458
Verified author of QuATernaryons (CERN Zenodo) • Founder of Solstice-AI & Project Anvil