How to protect RAG from prompt injection and unwanted content?
Senior
217
Machine Learning / AI
3636
0
How is coordination between LLM agents carried out?
Middle+
217
What methods need to be implemented when inheriting from the Dataset class in PyTorch?
Middle
217
What tasks does ML solve in drones and cars?
Senior
217
What do you forget to do with data on CUDA that can lead to memory overflow during training?
Middle
217
If the optimal number of trees for a model is 500, but we accidentally trained both a random forest and boosting with 1000 trees, which model is more likely to overfit and why?
Middle
217
What examples of feature engineering have you performed in projects?
Middle
217
What is Pix2Struct?
Middle — Senior
217
How did you measure success in the [company] project (code autocompletion)? What metrics did you use?
217
What is the next method in iterators and how is it implemented?
Middle
217
What problems arise if batch normalization updates statistics during validation?
Middle
216
What to do if the model does not fit on the GPU during fine-tuning?
Middle+
216
What types of data quality issues have you encountered?
Middle — Senior
216
What does a clustering task look like and what algorithms do you know?
Senior
216
What happens if you do select 1 instead of a column name?
Middle
216
What is CV-leak and what are its sources?
Middle — Senior
216
Tell us about your biggest task in the last year or two: context, impact on business, metrics.
Middle
216
How does the depth of a tree affect the model's quality and its generalization ability?
Middle
216
Was it somehow related to development or did you do something about it?
Middle
216
Tell us about your experience with the web frameworks Django and FastAPI?
Middle
216