agent-mlflow-skill-inference-test
CommunityVerify model inference functionality and schema compliance.
Software Engineering#schema compliance#model validation#inference testing#predict function#local model testing
Authorchoijinwon
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill ensures that models are ready for deployment by testing their inference capabilities and validating their response schemas.
Core Features & Use Cases
- Inference Test Execution: Validates the predict contract and response schema of a model.
- Entry Point Identification: Determines the correct inference entrypoint for a model.
- Input Example Validation: Checks the functionality of the predict function using an
input_example.json. - Schema Compliance: Ensures that the model's response adheres to the expected schema.
Quick Start
Run the inference test for your model by executing the skill with the provided model and input file.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 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: agent-mlflow-skill-inference-test Download link: https://github.com/choijinwon/opecode-ml-skill-/archive/main.zip#agent-mlflow-skill-inference-test Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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