Agent skill · software engineering · jeremylongshore
pytorch-model-trainer
Build pytorch model trainer operations. Auto-activating skill for ML
Why this skill is useful
Adds specific patterns and configurations for PyTorch model training that the AI wouldn't reliably generate on its own.
What it needs
Requires pip, python installed locally. About 1k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
Pytorch Model Trainer Overview This skill provides automated assistance for pytorch model trainer tasks within the ML Training domain. When to Use This skill activates automatically when you: Mention "pytorch model trainer" in your request Ask about pytorch model trainer patterns or best practices Need help with machine learning training skills covering data preparation, model training, hyperparameter tuning, and experiment tracking. Instructions 1. Provides step-by-step guidance for pytorch model trainer 2. Follows industry best practices and patterns 3. Generates production-ready code and configurations 4. Validates outputs against common standards Examples Example: Basic Usage Request: "Help me with pytorch model trainer" Result: Provides step-by-step guidance and generates appropriate configurations Prerequisites Relevant development environment configured Access to necessary tools and services Basic understanding of ml training concepts Output Generated configurations and code Best practice recommendations Validation results Error Handling Error Cause Solution ------- ------- ---------- Configuration invalid Missing required fields Check documentation for required parameters Tool not found Dependency not installed Install required tools per prerequisites Permission denied Insufficient access Verify credentials and permissions Resources Official documentation for related tools Best practices guides Community examples and tutorials Related Skills Part of the ML Training skill category. Tags: ml, training, pytorch, tensorflow, sklearn
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/pytorch-model-trainer