{"repo":"SparkEngineAI/QuantClaw-plugin","free":true,"listed":false,"github":"https://github.com/SparkEngineAI/QuantClaw-plugin","clone":"git clone https://github.com/SparkEngineAI/QuantClaw-plugin.git","description":"QuantClaw is a plug-and-play task-type routing quantization plugin for OpenClaw.","language":"TypeScript","stars":116,"topics":["agents","claude","codex","harness","llm","openclaw","quantization"],"license":"MIT","category":"ai-agents","readme_excerpt":"QuantClaw: Precision Where It Matters for OpenClaw 中文文档 QuantClaw is a plug-and-play task-type routing quantization plugin for OpenClaw. It classifies each incoming request, maps it to a precision tier ( 4bit , 8bit , or 16bit ), and routes the request to the right model target so you can balance quality, latency, and cost without asking users to choose precision manually. 🔍 About QuantClaw QuantClaw is built from quantization studies on OpenClaw workloads rather than from fixed intuition. We evaluate quantized and high-precision models across 24 task types, 104 tasks, 6 models, and scales from 9B to 744B. Results on Claw-Eval (release v0.0.0): Model Params (B) BF16 / FP8 NVFP4 GLM-4.7-Flash 30 0.6370 0.6034 GLM-5 744 0.7130 0.7229 MiniMax-M2.5 229 0.6760 0.6823 Qwen3.5-9B 9 0.4267 0.4107 Qwen3.5-35B-A3B 35 0.6686 0.6549 Qwen3.5-397B-A17B 397 0.7048 0.6937 - High-sensitivity tasks such as coding, safety, and complex workflows benefit from higher precision. - Low-sensitivity tasks such as research, multimodal understanding, comprehension, knowledge lookup, office QA, and data analysis can often run well on lower precision. ✨ Key Features Automatic Adaptation Intelligent Routing Full Customizability Built-in Observability Rules first, then a judge model for requests. Map each query to 4bit, 8bit, or 16bit targets. Tune task types, patterns, targets, pricing, and backends. Track routing, tokens, cost, sessions, and live config changes. 🚀 Quick Start Install Create or bootstrap","default_branch":null,"files":null,"tree":[],"storefront":"/r/SparkEngineAI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/SparkEngineAI/QuantClaw-plugin/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."}