Сравните Qdrant, Milvus, Weaviate, Pinecone, pgvector по фичам и характеристикам.
240
Machine Learning / AI
3597
0
What LLM evaluation benchmarks do you know (MMLU, BBH, GSM8K, HumanEval)?
Senior
200
What is a video-language model (VideoLLaMA, Video-ChatGPT)?
Senior
199
What are slowly changing dimensions (SCD) and how do they affect ML features?
Middle — Senior
196
What is Retrieval-Augmented Generation? What components does it consist of?
Middle — Senior
186
What is a decision transformer and how does it translate RL into supervised learning?
Middle — Senior
185
What are the bottlenecks when deploying GNN in production?
Middle — Senior
184
What is RT-DETR and what is its idea?
Middle — Senior
181
179
What is calibration and why is it important for fairness?
178
172
How to obtain a sentence vector from BERT embeddings? Compare CLS, mean pooling, max pooling.
Middle — Senior
171
What is Apple Neural Engine?
Senior
171
How is KV-cache implemented in autoregressive transformer inference?
169
What is continuous batching and how is it better than static batching?
169
167
What is Lucene and what are its key structures?
Senior
163
163
What is continuous batching and how is it implemented in vLLM/TGI?
Middle — Senior
160
159