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model-formats

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Choose and optimize model formats safely.

Software Engineering#security#onnx#gguf#format-selection#safetensors#ml-model-serialization
Authortylertitsworth
Version1.0.0
Installs0

System Documentation

What problem does it solve?

ML teams often struggle with choosing and migrating between model serialization formats, leading to compatibility, performance, and security risks.

Core Features & Use Cases

  • Format guidance for SafeTensors, GGUF, ONNX, and Pickle, including trade-offs and safety implications.
  • Conversion workflows to convert between formats with validation and metadata checks.
  • Deployment integration guidance for vLLM, Transformers, Triton, and Ollama in training, inference, and edge scenarios.

Quick Start

Configure a small example to compare formats across a trainer and an inference endpoint, then perform a basic load-test to verify behavior.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: model-formats
Download link: https://github.com/tylertitsworth/skills/archive/main.zip#model-formats

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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