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 request.
so-vits-svc fork with realtime support, improved interface and more features.
vits2 backbone with multilingual-bert
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
Open-source inference server and production cluster for all the models your agent needs.
music21: a Toolkit for Computer-Aided Musical Analysis and Computational Musicology
Textbook on reinforcement learning from human feedback
Fast BM25 search in Python, powered by Numpy and Numba
KQL Queries. Defender For Endpoint and Azure Sentinel Hunting and Detection Queries in KQL. Out of the box KQL queries for: Advanced Hunting, Custom Detection, Analytics Rules & Hunting Rules.
Next-Gen GUI-based WiFi and Bluetooth Analyzer for Linux
Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers.
🏆 Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.
Simple script for downloading Youtube comments without using the Youtube API
Neural Network Compression Framework for enhanced OpenVINO™ inference
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
Local-first privacy guard: anonymize your documents before sharing with LLMs.
This repository contains Open Source freely usable Threat Intel feeds that can be used without additional requirements. Contains multiple types such as IP, URL, CVE and Hash.
Wrapper of 50+ image matching models with a unified interface
Evolution Strategies in JAX 🦎
ComfyUI extension that enables multi-GPU processing locally, remotely and in the cloud
Span-level grounding verification for RAG, code, and tool-grounded AI outputs.
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A flexible, adaptive classification system for dynamic text classification
A free Mapbox GL basemap style for everyone
Export Prometheus metrics from SQL queries
Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE)
LLM aberto e reprodutível para o Português do Brasil An Open, Reproducible Brazilian-Portuguese Language Model
斑海豹 — Phocinae-Largha-150M-v1: a 144.3M bilingual decision model. Tiny model. Big decisions. 小海豹,大决断。
面向 Codex、Claude Code 等 AI Agent 的医学绘图 Skill,基于可信证据制作医学插画、科普漫画与科研示意图,提供可编辑成果与审核记录。 · Evidence-backed medical illustration, comics and research figures for Codex, Claude Code and other AI agents, with editable output and review records.
Maintenance explorer for Home Assistant: inventory, diagnosis, impact analysis and confirmed, reversible cleanup
EntraTrace is a defensive security research tool for tracking and identifying the behavior of offensive tooling targeting Microsoft Entra ID.
Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground
OKF (Open Knowledge Format) — curated catalog of tools, plugins, skills, proposals, and docs for agent-friendly knowledge. YAML-driven, agent-searchable, MCP-ready.
🌿 神农觅 (ShennongMi) — AI-powered TCM knowledge navigator: Neo4j graph (19K+ nodes) × LangGraph 14-node workflows × self-correcting NL2Cypher × dual-model intent recognition (fastText + RoBERTa-LoRA, 99.75% accuracy). Supports TCM knowledge Q&A, automated RED content publishing, and interactive graph exploration.
Open reproduction of TypeSafe Jev: a 150M typed decision engine (noul/choice/score in one non-autoregressive pass, calibrated confidence). 0.697 vs Jev's 0.727, 2.5x better calibrated, 4x faster, free. Trains on a Colab T4 in 30 min.
Argolink-focused MCP tool calls over the Argolink Responses API for GPT-6 Sol.
AI photo culling for Immich — hide the rejects, crown the keepers. Powered by Claude.
Self-evolving cognitive decision engine & TypeSafe Jev alternative. Deliberative decision flywheel ('explore first, crystallize later' System 2→1) with 100% option-order invariance. Typed probabilistic API (Choice, Noul, Score) for Open LLMs, Laya (ModernBERT), & commercial Jev with calibrated logprobs and adaptive safety guards.
Dev (dev-0.4b): a 0.4B bidirectional decision model on ModernBERT-large for routing, yes/no verification, and 1-5 rating. Non-generative single forward pass with calibrated confidence.
Using AI to translate Homer's Odyssey according to my specifications.
BertholomusAI recipe: DeepSeek-V4.1-Flash on 2x NVIDIA DGX Spark (GB10), our own TensorFold TP2 engine. Weights: Mia-AiLab EXL3 2.9bpw (MIT).
Argolink-focused Python wrapper and polling lifecycle for Seedance 2.0.
Script-to-video workflow for storyboards, shot clips, last-frame continuity, subtitles, export, and explicit video job boundaries.
A langgraph based workflow with a C++ CUDA harness to optimize CUDA kernels
Unofficial PoC: a BERT-style encoder decision engine behind a typed-decision (noul / choice / score) HTTP API. Not affiliated with TypeSafe.
AI-powered fake news detection system with multiple ML models and explainability.
Reddit OSINT by username. Discover indexed posts, comments, deleted and live content, activity patterns, exposed identifiers, and an overall exposure score.
期货因子挖掘实验:因子实验室 / 回测 / 模拟交易 / AI 看盘 — 自带新浪免费行情(5s),其余行情源自配
Argolink-focused retrieval workflow and model integration for GPT-6 Sol.
Pipeline de dados que liga endereço a local de votação e mostra como a vizinhança votou para Presidente e Deputado Federal em 2018 e 2022. Brasil inteiro, a partir de dados públicos do TSE e do IBGE.
GLM-5.3-Flash (Z.ai) NVFP4 (LibertAI) + NVFP4 KV, 1M context on 2x DGX Spark GB10 — vLLM TP2 recipe, walls ledger, benchmarks, needle to 1.04M; abliteration with blackforest_AI next
Lab pédagogique public de la formation Terraform (parcours du blog).
Ferramenta robusta de monitoramento, análise, segurança e inteligência de fontes abertas (OSINT).
Servidor MCP oficial do dados.ons.org.br . Permite a assistentes de IA buscar, explorar e analisar os datasets do Portal de Dados Abertos do ONS, o Operador Nacional do Sistema Elétrico.
Ultimate assistant for ARC Raiders. Features: Infinite Health, Unlimited Stamina, Fast Resource Collection, Instant Crafting, No Hunger/Thirst, Unlimited Ammo,One-Hit Kill, Damage Multiplier, Infinite Currency, and more. 15+ functions.