runtime-skills
OfficialLocal ML inference with runtime best practices.
Software Engineering#PyTorch#runtime#FastAPI#Transformers#inference#edge-computing#memory-optimization
Authorllama-farm
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill solves the challenge of standardizing and optimizing local ML inference workflows.
Core Features & Use Cases
- Standardized device management for CPU/GPU/MPS
- Efficient model loading and memory optimization for PyTorch and Transformers
- FastAPI serving patterns with safe, scalable endpoints
- Guidance for deterministic scripts and reusable references
Quick Start
Activate the universal runtime skill in your environment and follow the guidelines to implement a local inference stack with PyTorch, Transformers, and FastAPI.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: runtime-skills Download link: https://github.com/llama-farm/llamafarm/archive/main.zip#runtime-skills Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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