huggingface training_error ai_generated true

RuntimeError: gradient checkpointing incompatible

ID: huggingface/gradient-checkpointing-error

Also available as: JSON · Markdown
78%Fix Rate
82%Confidence
3Evidence
2023-01-01First Seen

Version Compatibility

VersionStatusIntroducedDeprecatedNotes
4 active — — —

Root Cause

Gradient checkpointing conflicts with model architecture.

generic

Workarounds

  1. 88% success Use model.gradient_checkpointing_enable(use_reentrant=False)
  2. 85% success Update transformers to latest version for compatibility

Dead Ends

Common approaches that don't work:

  1. Disable gradient checkpointing entirely 70% fail

    OOM on large models

  2. Patch model forward pass manually 78% fail

    Breaks on model updates