Repository navigation
fix: resolve production text analysis model loading - #27
Merged
Merged
Conversation
|
The latest updates on your projects. Learn more about Vercel for GitHub.
|
This branch had an error being deployed
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Problem
Production
/api/analyze/textreaches the backend successfully, but inference returns503 Service Unavailablebecause the Hugging Face text model cannot be loaded.Root cause
Render is installing
torch==2.2.2+cpu. The installed Transformers runtime rejects loading the model checkpoint becausetorch.loadrequires PyTorch >= 2.6 unless the checkpoint uses safetensors.Render logs confirm:
ValueError: Due to a serious vulnerability issue in torch.load ... require users to upgrade torch to at least v2.6Fix
2.2.2to2.6.0.0.17.2to the matching0.21.0release.This keeps the existing trained-model implementation intact and fixes the runtime dependency that prevents text analysis from executing.