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gguf-quantization
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By artubss/SKILLS-CLAUDE-CODE (GitHub) · other · 11 stars · scanned at commit ac67ed8
Formato GGUF e quantização llama.cpp para inferência eficiente em CPU/GPU. Use ao implantar modelos em hardware de consumidor, Apple Silicon, ou quando precisar de quantização flexível de 2-8 bits sem requisitos de GPU.
Works with any agent that supports SKILL.md skills.
What this skill can do
Runs commands on your computer
The author does not mention this.
Found in 17 places.
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- skills/skills/ai-research/optimization-gguf/SKILL.md, line 89
./llama-cli -m model-q4_k_m.gguf -p "Hello, how are you?" - skills/skills/ai-research/optimization-gguf/SKILL.md, line 131
huggingface-cli download meta-llama/Llama-3.1-8B --local-dir ./llama-3.1-8b - skills/skills/ai-research/optimization-gguf/SKILL.md, line 149
python convert_hf_to_gguf.py ./model --outfile model-f16.gguf - skills/skills/ai-research/optimization-gguf/SKILL.md, line 177
MODEL="llama-3.1-8b-f16.gguf" - skills/skills/ai-research/optimization-gguf/SKILL.md, line 263
./llama-server -m model-q4_k_m.gguf \ - skills/skills/ai-research/optimization-gguf/SKILL.md, line 301
make clean && make GGML_METAL=1 - skills/skills/ai-research/optimization-gguf/SKILL.md, line 318
make clean && make GGML_CUDA=1 - skills/skills/ai-research/optimization-gguf/SKILL.md, line 331
make clean && make - skills/skills/ai-research/optimization-gguf/SKILL.md, line 351
cat > Modelfile << 'EOF' - skills/skills/ai-research/optimization-gguf/SKILL.md, line 377
cp model-q4_k_m.gguf text-generation-webui/models/ - skills/skills/ai-research/optimization-gguf/SKILL.md, line 397
./llama-cli -m model.gguf --mmap - skills/skills/ai-research/optimization-gguf/SKILL.md, line 403
./llama-cli -m model.gguf -ngl 20 # Reduzir de 35 - skills/skills/ai-research/optimization-gguf/SKILL.md, line 412
./llama-imatrix -m model-f16.gguf -f calibration.txt -o model.imatrix - skills/skills/ai-research/optimization-gguf/references/advanced-usage.md, line 165
result = subprocess.run(
Downloads and installs other software
The author does not mention this.
Found in 8 places.
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Can call paid AI services billed to you
The author does not mention this.
Found in 2 places.
Sends data to these websites: api.openai.com
The author does not mention this.
Found in 2 places.
Safer alternatives
Low-risk skills in the same category (other) that look related. Check that one does what you need.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'gguf-quantization' ] || [ -L ~/.agents/skills/'gguf-quantization' ]; then echo 'A skill folder named gguf-quantization already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/artubss/SKILLS-CLAUDE-CODE' "$d" && git -C "$d" checkout --quiet 'ac67ed85889b15fa9e784e2a93a83f8916870698' -- 'skills/skills/ai-research/optimization-gguf' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/skills/ai-research/optimization-gguf' ~/.agents/skills/'gguf-quantization' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'gguf-quantization' ~/.claude/skills/'gguf-quantization' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
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Score history
| Date | Version | Score |
|---|
| 2026-11-08 | ac67ed8 | 100 |