Ultra-efficient Classifier Fine-tuning with Vector Search
Learn how to use vector search to create highly targeted training for any classification model using a final linear classification layer. Easily fine-tune models in 10 minutes with less than 100 labeled examples.

🌲 Pinecone article:
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00:00 Intro
01:14 Classification
02:49 Better Classifier Training
06:33 Classification as Vector Search
08:47 How Fine-tuning Works
10:50 Identifying Important Samples
12:39 CODE IMPLEMENTATION
13:13 Indexing
18:59 Fine-tuning the Classifier
27:37 Classifier Predictions
30:43 Closing Notes