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llama-cpp - llama.cpp Secondary LLM Inference Engine

Secondary local LLM inference engine for running GGUF models directly, loading LoRA adapters, benchmarking, and custom model serving

Tags

Updated: 2026-03-10

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • run GGUF inference
  • load LoRA adapter
  • benchmark inference
  • start API server
  • convert LoRA to GGUF
  • resolve model path
  • generate embeddings

Inputs

  • GGUF model file
  • LoRA adapter
  • Ollama model name
  • prompt text
  • quantization type

Outputs

  • inference text
  • timing statistics
  • API endpoint
  • converted GGUF model
  • benchmark report

Requirements

  • llama.cpp installed
  • GGUF model files
  • Apple Silicon support

Source

  • Spec: SKILL.md

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inference
LLM
GGUF
LoRA
benchmarking
local
server
run GGUF inference
load LoRA adapter
benchmark inference
start API server
GGUF model file
LoRA adapter
Ollama model name
inference text
timing statistics
API endpoint