Machine Learning / AI

How does LLaVA differ from MiniGPT-4?

What is CHRF and where is it used?

Junior — Middle

IGamingИннотехCortexML

What is back-translation and how is it used in NMT training?

What are counterfactual explanations?

What are the problems of BERT in text generation tasks?

How do you deal with monotonous tasks?

What is intermittent demand forecasting (Croston)?

Middle — Senior

ВТБHeadHunterIGaming

What data from call logs are stored: metadata or audio/video recordings?

Какая сложность по памяти и по времени у self-attention?

In which case should you choose Data Vault instead of third normal form for the core warehouse?

How do you verify that data from the source has reached the storage?

What are Bayesian neural networks and how to compute the posterior?

What is an IP-Adapter?

What is data retention?

How to merge data from two databases into a single model, such as a snowflake or star schema?

What protections are used (input/output filters, system prompt hardening, guardrails)?

What are Hyperband and Successive Halving?

Senior

IGamingИннотех2gis

What is jailbreak and how do model vendors fight it?

Middle

IGamingСБЕРAston

When is cross-encoder used, and when is bi-encoder used in search?

What are you looking for in a job?