Machine Learning / AI

What is sampled softmax and what is its advantage in terms of compute?

Middle — Senior

IGamingДомкликAntiFraud Lab

What is NTK-aware scaling RoPE for extending the context window?

Middle — Senior

IGamingГазпромбанк

What is long-context evaluation? What is needle-in-haystack?

How to monitor data upload completeness?

What is the difference between clustered and non-clustered indexes?

Middle

IGamingОстровок

How to ensure data quality and what tools and processes to use?

What is a cure model?

What are emergent abilities in LLMs and is there a consensus on their existence?

What is a router LLM and why are requests directed to different models?

How does DeBERTa improve upon BERT (disentangled attention)?

Middle — Senior

IGamingVK

What is Dice Loss and why is it often better than BCE for medical segmentation?

Middle — Senior

IGamingWildberries

What are the features of label collection (crowdsourcing, active learning)?

Middle — Senior

IGaming2gisСамолёт

What is a safety classifier at the end of a dialogue?

What are certified robustness and randomized smoothing?

What is federated learning and what are its limitations?

What is model-based RL in robots?

What is end-to-end robot training from pixels to actions?

What is the difference between partitioning and sharding?

Middle

IGamingОстровок

Is it okay to work alone on a project?

What are personalization signals in ranking?