day0-release
OfficialValidate quantized models for production release
Software Engineering#machine learning#evaluation#quantization#ptq#checkpoint validation#model release
AuthorNVIDIA
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill removes the complexity of coordinating a full day-0 model release workflow by enforcing a reliable path from quantization through evaluation and final publish decisions.
Core Features & Use Cases
- End-to-End Release Orchestration: Chains setup, post-training quantization, baseline evaluation, quantized evaluation, comparison, and closeout into a gated workflow.
- Validation Gates and Failure Handling: Runs deterministic checks after each stage to prevent invalid checkpoints, incomplete evaluations, or unsupported releases from progressing.
- Production Readiness Decisions: Produces ACCEPT, REGRESSION, ANOMALOUS, INFEASIBLE, or NEEDS_HUMAN outcomes with traceable metrics and recommendations for model deployment teams.
Quick Start
Use the day0-release skill to quantize and validate my model checkpoint against its baseline and determine whether it is ready for publication.
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: day0-release Download link: https://github.com/NVIDIA/Model-Optimizer/archive/main.zip#day0-release Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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