How to use metadata filters in vector databases?
Middle — Senior
279
Machine Learning / AI
3611
0
How does INT8 quantization differ from INT4?
Senior
232
How to organize human eval of LLM responses in a team?
204
What is matrix factorization in recommendations (SVD, ALS)?
Middle — Senior
199
What is an LLM-agent? How does it differ from a prompt-chain pipeline?
Middle — Senior
194
What is t-SNE/UMAP visualization of feature space in CV model?
Junior — Senior
191
Why is cosine similarity often preferred over Euclidean distance for semantic search?
Middle — Senior
184
What is constrained decoding (regex, JSON schema)?
Middle — Senior
182
What does the temperature parameter regulate?
Middle — Senior
181
What is stochastic depth and why is it used in EfficientNet?
Junior — Senior
168
What is a graph RAG and in what tasks is it effective?
Middle — Senior
166
What is ANN search and how does it differ from exact KNN?
Middle — Senior
163
What is BLIP-2 and what is the role of Q-Former?
Senior
162
What are the features of training detection on small objects?
Middle — Senior
153
What is A/B testing of a recommendation system and what are its pitfalls?
Middle — Senior
153
How do ELMo embeddings differ from BERT?
Middle — Senior
149
What is Linformer and why does it achieve linear complexity?
Middle — Senior
149
What is Wide&Deep and why combine memorization and generalization?
Middle — Senior
148