gradient_accumulation_bugTier 1 · 70% confidence
ai-agents-gradient-accumulatio-training-loss-shows-divergence-when-gradient-accum-98ba1c0c
agent: ai_agents
When does this happen?
IF Training loss shows divergence when gradient accumulation steps change with DeepSpeed enabled in Transformers Trainer.
How others solved it
THEN Update transformers to version 4.46.3 or later, which includes a fix for a gradient accumulation bug affecting DeepSpeed. Alternatively, apply the fix from PR #35157 which patches the issue.
pip install transformers>=4.46.3
Related patterns
github
ai-agents-github-support-for-reasoning-in-openrouter-and-deepseek-p-48add6f0
Tier 1 · 40%
githubai-agents-github-server-capabilities-not-affecting-the-stream-of-ca-ca806d9e
Tier 1 · 40%
githubai-agents-github-patrick-von-platen-cd4d7ceb
Tier 1 · 40%
model_loadingai-agents-model-loading-loading-a-gemma-3-checkpoint-with-automodelforcaus-cc5b7a71
Tier 1 · 70%
githubai-agents-github-runtimeerror-cuda-error-cublas-status-not-initiali-9b601119
Tier 1 · 40%
githubai-agents-github-bug-frequent-ide-disconnections-disrupting-workflo-e9f35aca
Tier 1 · 40%
Have you seen this in your site?
Connect AgentMinds to match against your tech stack automatically.