GGUF format and llama.cpp quantization for efficient CPU/GPU inference.
Part of AI Research Skills (Orchestra)Pack · 98 skills
by Orchestra-Research· AI & agentsUnclaimed · Yours? Claim it
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GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.
Skills people install alongside gguf-quantization.
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Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/gguf ~/.copilot/skills/gguf-quantization
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/gguf ~/.cursor/skills/gguf-quantization
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/gguf ~/.claude/skills/gguf-quantization
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs /plugin install rag@ai-research-skills
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/gguf ~/.agents/skills/gguf-quantization
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Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/gguf ~/.gemini/skills/gguf-quantization
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/gguf .agents/skills/gguf-quantization
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/gguf ~/.openclaw/skills/gguf-quantization
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/gguf ~/.config/opencode/skills/gguf-quantization
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/gguf ~/.hermes/skills/gguf-quantization
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Write a reviewSkills people install alongside gguf-quantization.
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Turns a task into a copy-ready /goal command for Claude Code or Codex, with a checkable finish line and a stop bound.
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.