David Mezzetti

Text classification pipeline outputs differ with 4.20

4

### System Info ```shell transformers 4.20.0 ``` ### Who can help? @Narsil ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks...

Torch dependency issues

1

Thank you for this package, it's a great idea and still very useful for those using Word2vec/GloVe/fastText. The performance gains from having vectors in SQLite and not having to pin...

Runtime errors occuring with torch 1.12

2

Segmentation faults are occurring with torch 1.12 and at least macOS. See this PR on transformers for more info - https://github.com/huggingface/transformers/pull/17925

Survey link: https://forms.gle/efNLi4Y28WzuYQwZA Don't forget about joining Slack if you have questions - https://join.slack.com/t/txtai/shared_invite/zt-1cagya4yf-DQeuZbd~aMwH5pckBU4vPg

The original mdv project is no longer maintained and there is an active fork: https://pypi.org/project/mdv3/ Switch to mdv3

From reddit: https://www.reddit.com/r/MachineLearning/comments/irauuz/p_codequestion_ask_coding_questions_directly_from/g4zjvg6/?utm_source=reddit&utm_medium=web2x&context=3

Pull latest data down and build new models

Similar to https://github.com/neuml/txtai/issues/12 - allow serving codequestion models via FastAPI. This will help speed up calls via the command line (#4), along with the possibility of remote service calls.

Currently, the openai package is in install_requires. When using open source LLMs through the transformers library, it would be nice to not have to install the openai package.

Now that multipart form uploads are supported by the txtai API (#630), this should be supported in API pipelines that work with file content. A new method that takes an...