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llama-cpp - Local GGUF Inference & HF Discovery

Local GGUF inference, quant selection, and Hugging Face Hub model discovery for llama.cpp

Tags

Updated: 2026-05-11

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Run local models
  • Search Hugging Face Hub
  • Find GGUF files
  • Build llama-server command
  • Build llama-cli command
  • Enumerate GGUF files
  • Select quant variants
  • Load GGUF model
  • Generate text
  • Create chat completion
  • Stream responses
  • Generate embeddings
  • Extract file metadata

Inputs

  • Hugging Face repository
  • GGUF file
  • Quant variant
  • Hardware profile
  • Prompt text
  • Chat messages

Outputs

  • Generated text
  • Chat completion
  • Embedding vector
  • llama-server command
  • llama-cli command
  • GGUF file list
  • File metadata

Requirements

  • llama-cpp-python >= 0.2.0
  • Linux or macOS or Windows
  • Optional CUDA/ROCm/Metal

Source

  • Spec: SKILL.md
llama.cpp
GGUF
Quantization
Hugging Face Hub
CPU Inference
Apple Silicon
Edge Deployment
AMD GPUs
Intel GPUs
NVIDIA
Run local models
Search Hugging Face Hub
Find GGUF files
Build llama-server command
Hugging Face repository
GGUF file
Quant variant
Generated text
Chat completion
Embedding vector