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llama-cpp - Local GGUF Model Inference

Run GGUF models locally and discover models from Hugging Face Hub

Tags

Updated: 2026-05-11

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • discover Hugging Face repos
  • download GGUF files
  • run GGUF models locally
  • generate llama-server command
  • generate llama-cli command
  • generate text
  • generate chat completions
  • create embeddings
  • select quantization
  • list GGUF files

Inputs

  • Hugging Face repo ID
  • GGUF model file
  • quantization label
  • context window size
  • model URL

Outputs

  • text response
  • chat completion
  • embedding vector
  • model file list
  • server command
  • HTTP endpoint

Requirements

  • llama.cpp installation
  • llama-cpp-python>=0.2.0
  • Linux/macOS/Windows
  • CPU or GPU

Source

  • Spec: SKILL.md

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GGUF
Local Inference
Hugging Face
Quantization
CPU Inference
Hardware Compatibility
discover Hugging Face repos
download GGUF files
run GGUF models locally
generate llama-server command
Hugging Face repo ID
GGUF model file
quantization label
text response
chat completion
embedding vector