Half-Quadratic Quantization for LLMs without calibration data.
Part of AI Research Skills (Orchestra)Pack · 98 skills
by Orchestra-Research· AI & agentsUnclaimed · Yours? Claim it
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Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for fast quantization workflows, or when deploying with vLLM or HuggingFace Transformers.
Skills people install alongside hqq-quantization.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/hqq ~/.copilot/skills/hqq-quantization
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/hqq ~/.cursor/skills/hqq-quantization
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/hqq ~/.claude/skills/hqq-quantization
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs /plugin install rag@ai-research-skills
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/hqq ~/.agents/skills/hqq-quantization
Runs on your machine.
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/hqq ~/.gemini/skills/hqq-quantization
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/hqq .agents/skills/hqq-quantization
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/hqq ~/.openclaw/skills/hqq-quantization
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/hqq ~/.config/opencode/skills/hqq-quantization
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/hqq ~/.hermes/skills/hqq-quantization
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The .NET team's skill for picking the right AI or ML stack in .NET 8+ apps, from ML.NET to Microsoft.Extensions.AI and Agent Framework.
Turn a repeated workflow, prompt set or SOP into a tested, packaged agent skill, or audit and improve a skill you already have.
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Safe to install in every agent it supports. Runs in your agent, as instructions.