{"repo":"nshkrdotcom/trinity_coordinator","free":true,"listed":false,"github":"https://github.com/nshkrdotcom/trinity_coordinator","clone":"git clone https://github.com/nshkrdotcom/trinity_coordinator.git","description":"TRINITY in Elixir (An Evolved LLM Coordinator): route LLM calls via a small-model hidden-state router + Axon coordination head, with Thinker/Worker/Verifier orchestration and policy loop for acceptance-driven completion.","language":"Elixir","stars":77,"topics":["agentic-ai","axon","bumblebee","coordinator","credo","dialyxir","elixir","exla","exunit","hexdocs"],"license":"MIT","category":"ai-agents","readme_excerpt":"TrinityCoordinator trinity coordinator is an Elixir/Nx implementation of a TRINITY-style local small-model router. A compact Qwen/Qwen3-0.6B model (adapted via Sakana AI's singular-value fine-tuning) reads a transcript, the runtime extracts a hidden-state vector, a small router head maps it to agent and role logits, and a configurable provider boundary dispatches the selected work to a live LLM provider. This repository contains the Elixir runtime, the parity tooling used to validate it against the original Python pipeline, and the Mix tasks needed to onboard a fresh contributor from a clean GitHub clone. The project is in active development . The runtime path (adapted-Qwen router → role injection → provider boundary → traced turns) is operational end-to-end with deterministic mock providers and behind explicit live-provider gates. The eval suite passes 37/37 on CUDA. See Current Status for the full picture. --- Table Of Contents - Quickstart (Standalone Clone) - Running The Evals - How To Get The HuggingFace Bundle - Reproducing The Bundle Yourself - Current Status - Project Direction - System Architecture - Runtime Profiles (CUDA, Apple Silicon, CPU) - Mix Command Reference - Quality Gates - Fresh Clone Setup For Sibling-Repo Development - Project Files - Requirements - Attribution - License --- Quickstart (Standalone Clone) This repository is fully standalone. A clean clone resolves every sibling dependency through GitHub automatically — no other repositories need to be cl","default_branch":null,"files":null,"tree":[],"storefront":"/r/nshkrdotcom","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/nshkrdotcom/trinity_coordinator/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}