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Inference & Serving

Running models fast and cheap: inference engines, serving stacks, quantization and edge deployment.

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SparkEngineAI/
QuantClaw-plugin

QuantClaw is a plug-and-play task-type routing quantization plugin for OpenClaw.

1151TypeScript
RightNow-AI/
AutoMegaKernel

An agent harness that compiles a model into one provably-correct, self-retargeting CUDA megakernel and self-tunes it past cuBLAS at batch-1 LLM decode, paper: https://arxiv.org/abs/2606.09682

10210Python
generative-computing/
granite-switch

Granite Switch — Build AI models like you build software

849Python
PMZFX/
intel-arc-pro-b70-benchmarks

Benchmark results and performance data for the Intel Arc Pro B70 GPU (Xe2/Battlemage) - LLM inference, video generation, dual-GPU scaling.

767
OpenCPIL/
prima.cpp

[Official] prima.cpp: Fast 30-70B LLM inference on heterogeneous and everyday home devices

566C++
MADEVAL/
FerryAI

Native AI inference for PHP 8.3+ - run ONNX, GGUF (llama.cpp) and RubixML models directly in your PHP process via FFI. Chat, streaming, embeddings, RAG and vector search. No Python, no HTTP microservices, no Docker sidecars.

5631PHP
wuxuedaifu/
vllm-chatterbox-stream

OpenAI-compatible multilingual TTS server — Chatterbox on vLLM with real-time PCM audio streaming, low time-to-first-byte (~0.7 s), voice cloning, and 23 languages.

552Python
AdamBien/
lightmetal

Apple Silicon mlx with Zero Dependency Java

537Java
giannisanni/
pulsar

SSD-streaming inference engine for giant MoE models (Rust + CUDA). GLM 5.2 743B at 2 tok/s and Hy3 295B at 7 tok/s on two consumer 16GB GPUs. Zero-config multi-GPU: measures PCIe bandwidth, places attention and hot experts where they fit.

242Rust
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