Build pytorch model trainer operations. Auto-activating skill for ML Training. Triggers on: pytorch model trainer, pytorch model trainer Part of the ML Training skill category. Use when working with pytorch model trainer functionality. Trigger with phrases like "pytorch model trainer", "pytorch trainer", "pytorch".
4.0
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Machine Learning
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This skill is extremely generic and template-like, offering minimal PyTorch-specific guidance. The description mentions 'pytorch model trainer' but provides no actual knowledge about PyTorch training loops, optimizers, loss functions, data loaders, GPU handling, or model checkpointing. The 'Instructions' section is vague ('Provides step-by-step guidance') without actual steps. The single example is placeholder text with no concrete code or patterns. While the structure is clean and organized (earning points there), the skill lacks substantive task knowledge that would help an agent actually build a PyTorch trainer. A CLI agent with general knowledge could likely provide similar or better PyTorch guidance without this skill. To improve: add specific PyTorch training patterns, code templates for common architectures, distributed training guidance, checkpoint management, and concrete examples with actual PyTorch code.
jeremylongshore
Skill Author
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