What practical tricks speed up transformer inference (speculative decoding, medusa)?
Middle — Senior
172
Machine Learning / AI
3611
0
What is group convolution and how is it related to ResNeXt?
Junior — Senior
171
What are safety benchmarks (ToxiGen, RealToxicityPrompts) and how are they interpreted?
Senior
171
What is RoPE (rotary positional embeddings) and what are its advantages?
Middle — Senior
171
Design a personalized product recommendation system for a marketplace.
170
How is LoRA trained for Stable Diffusion?
170
What is InstructPix2Pix?
Senior
169
What are llama.cpp and the GGUF format?
Senior
166
What are use-cases of Bayesian methods in marketing analytics?
Senior
164
What is model selection vs hyperparameter optimization?
Middle — Senior
162
What are the fundamental limitations of LLMs in reasoning?
Middle — Senior
162
What are the compliance requirements for ML with PII (GDPR, Federal Law-152)?
160
What are the methods of context extension (RoPE scaling, YaRN, position interpolation)?
Middle — Senior
157
What signals are used for cold start of new products?
Middle — Senior
155
What is Simpson's paradox in A/B testing?
Middle — Senior
151
What is a self-querying retriever?
Middle — Senior
144