What is knowledge distillation for edge?
Senior
275
Machine Learning / AI
3611
0
What checks should be made when choosing a learning rate for SFT LLM?
Middle — Senior
250
What are data contracts?
Middle — Senior
241
What is deep ensembles as a method of uncertainty estimation?
Senior
232
What is an agent's long-term memory and how to build it (summarization, vector memory)?
Middle — Senior
232
What is layout analysis in documents?
Middle — Senior
231
What is RNN-T (transducer) and its advantage for streaming?
Middle — Senior
224
What is ONNX Runtime and what are its advantages?
Senior
205
What is DeepLab and what is the idea of ASPP?
Middle — Senior
204
Что такое DocVQA?
Middle — Senior
202
What are the practical problems of RLHF (reward hacking, mode collapse)?
Middle — Senior
202
What are Sentence Embeddings and how do they differ from word embeddings?
Junior — Middle
199
How to organize containerization and deployment of models?
195
What is a stem network in CNN classifiers?
Junior — Senior
194
What is Apple Neural Engine?
Senior
193
What is a temporal GNN?
Middle — Senior
193
How to detect that a model is hallucinating and not using context?
Middle — Senior
192
What is adversarial validation and why is it needed?
Middle — Senior
190
What is RMSNorm and why is it used in LLaMA?
Middle — Senior
187
What is intent classification and what approaches are there?
Middle — Senior
187