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TurboAPI FastAPI-compatible Python framework. Zig HTTP core. Faster on HTTP-only and uncached HTTP+DB workloads. Drop-in replacement · Zig-native validation · Zero-copy responses · Free-threading · dhi models Status · Quick Start · Benchmarks · Architecture · Migrate · Why Python? · Observability · Contributing · Security Status Alpha software — read before using in production TurboAPI works and has 380+ passing tests, but: No native TLS / HTTP/2 / HTTP/3 / QUIC — put Caddy with Let's Encrypt, nginx, cloudflared, Cloudflare, or another edge proxy in front for HTTPS and modern protocols Basic slow-loris protection exists via a 30s read timeout, but production deployments should still use a r…

Seamlessly integrate marimo notebooks into JupyterLab and JupyterHub marimo-jupyter-extension brings the power of marimo reactive notebooks to your existing Jupyter infrastructure. Launch marimo directly from JupyterLab's launcher, manage running sessions, and convert Jupyter notebooks to marimo format. Highlights 🚀 Launcher Integration - marimo appears in the JupyterLab launcher with its own icon 🍃 First-Class Marimo Notebook Support - Double-click mo.py files to open directly in marimo 📊 Sidebar Panel - Monitor server status, view running sessions, and quick actions 🐍 Venv Selection - Choose Python environment when creating new notebooks (with PEP 723 metadata) 📁 Context Menus - Right-cli…

kimodo.cpp GGML/C++ implementation of NVIDIA's Kimodo text-to-motion model. Status Kimodo-SMPLX-RP-v1 accepts either a UTF-8 prompt or a precomputed LLM2Vec embedding and generates unconstrained SMPL-X22 local rotations and root translations on CPU or Vulkan. The text encoder uses eight-layer Vulkan chunks by default; set KIMODOTEXTLAYERCHUNK=1..32 to tune VRAM use. Included: checked GGUF loading, safetensors conversion, DDIM sampling, C/C++ APIs, CPU/Vulkan parity tests, and a local text-to-motion demo. Constraints, SOMA, G1, GLB export, and quantised models are not implemented yet. Build and test on Linux Install a C++23 compiler, CMake 3.25+, Ninja, Python 3 with the Hugging Face CLI (pi…