Topic cluster · 5 items

howto

tutorial

Set up a retrieval pipeline

Chunk, embed, and query your documents with a vector store.

tutorial

Make an agent that uses tools

Wire a model to a calculator and a search tool, safely.

tutorial

Fine-tune a small model on your own data

A practical guide to LoRA fine-tuning end to end.

tutorial

Evaluate a model properly

Avoid common pitfalls when benchmarking LLMs.

article

How to read an ML paper fast

A practical method for extracting the signal in fifteen minutes.

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