ad-model-onboard
OfficialOnboard HuggingFace models for AutoDeploy.
AuthorNVIDIA
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the complex process of converting HuggingFace models into a prefill-only AutoDeploy custom model format, ensuring compatibility and efficient deployment.
Core Features & Use Cases
- Model Translation: Converts HuggingFace models to a prefill-only AutoDeploy format.
- Custom Op Integration: Utilizes reference custom operations for compatibility.
- Validation: Performs hierarchical equivalence tests to ensure accuracy.
- Use Case: A machine learning engineer needs to deploy a new LLM from HuggingFace to a custom inference engine. This Skill handles the intricate conversion and validation steps, saving significant development time.
Quick Start
Use the ad-model-onboard skill to convert the HuggingFace model 'mistralai/Mistral-7B-v0.1' into a prefill-only AutoDeploy custom model.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: ad-model-onboard Download link: https://github.com/NVIDIA/TensorRT-LLM/archive/main.zip#ad-model-onboard Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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