What is weight-only quantization and activation quantization?
Senior
227
Machine Learning / AI
3636
0
What is Lovasz loss and where is it applied?
Middle — Senior
227
What is A/B testing? How to apply it in the context of model comparison?
Intern
227
What is dropout?
Middle
227
227
What is MDP (Markov Decision Process) and what are its components?
Middle — Senior
227
How do you feel about front-end tasks if they come your way?
Senior
227
227
Why should the shuffle parameter be set in a training dataloader when training for more than one epoch?
Middle
227
What is NTK-aware scaling RoPE for extending the context window?
Middle — Senior
227
How exactly does BatchNorm use the saved statistics in `eval()` mode and why is this important for result stability?
Senior
226
What are the algorithms for dimensionality reduction?
Middle — Senior
226
What is Mask2Former and its query-based approach?
Middle — Senior
226
What does the MLOps pipeline include from training to deployment?
Middle — Senior
226
How does banner regeneration increase conversions?
Middle
226
Tell us about the pronunciation assessment task: how to approach improving a model that detects errors in phonemes and sounds?
Senior
226
What is BERTScore and why is it better than BLEU for evaluation of generation?
Junior — Middle
226
How to organize containerization and deployment of models?
226
Have you previously undergone system design?
Middle
226
Why are you considering a new offer now?
Senior
226