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DeepSeek mHC
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Collapse Diagnostics

Detect representation collapse and training instability before they waste GPU time.

Try Demo Scenarios

Click a scenario to see how the diagnostics work.

Custom Configuration

Enter your model configuration for basic risk assessment.

Advanced: Full diagnostics with layer similarity and gradient norm data will be available in a future release. For now, try the demo scenarios or use basic configuration checks.

Select a demo scenario or run custom diagnostics to see results.

Tool

← Config Generator

Learn

Read mHC Explained →