Open cy-moi opened 9 months ago
Common Problems:
- no dataset (blocking)
no config (not blocking)
- could be solved by using dataset column names and sample predictions
- ML console trained models -> unable to process
- Pytorch -> Almost no usable models (classification 1, regressions 9 but all the same one bcwarner/audit-icu-gpt2-25_3M)
Version problems (deserialization): Scikit-learn (skops) Example:
python cli.py --loader huggingface --model scikit-learn/Fish-Weight --dataset scikit-learn/Fish
Scikit-learn (joblib) -> XgBoost Example: Almost all titanic models
python cli.py --loader huggingface --model vabadeh213/autotrain-titanic-744222727 --dataset phihung/titanic
Keras -> AdamW Example:
python cli.py --loader huggingface --model keras-io/tab_transformer --dataset scikit-learn/adult-census-income
The last two are apparently deps version issues.
I have also met the first one, no clue.
Common Problems:
Version problems (deserialization): Scikit-learn (skops) Example:
python cli.py --loader huggingface --model scikit-learn/Fish-Weight --dataset scikit-learn/Fish
Scikit-learn (joblib) -> XgBoost Example: Almost all titanic models
python cli.py --loader huggingface --model vabadeh213/autotrain-titanic-744222727 --dataset phihung/titanic
Keras -> AdamW Example:
python cli.py --loader huggingface --model keras-io/tab_transformer --dataset scikit-learn/adult-census-income