Nykaa

Where sparse (BM25/SPLADE) retrieval reliably beats dense embeddings

Why does every production retrieval system use approximate nearest neighbor search instead of exact search past a certain corpus size?

Which statements about FP8, INT8 and INT4 weight quantization are correct?

What does a JSONL row need beyond text SFT for OpenAI's hosted FT of tool calling models?

What is T5's relative position bias, and why is bucketing used?

In the agent loop, what counts as an 'action' and how is it different from a thought?

Which of these are linear layers that 'all linear' LoRA targets in a SwiGLU transformer?

What signal does early stopping watch, and what does patience do?

How does LangGraph's StateGraph enable agent loops that a standard DAG pipeline cannot express?

Calculate the total vision token count for a tiled high resolution image