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Using Lift to Turn Research PDFs into Structured JSON with Controlled, Schema-Guided Field-Level Evaluation

Using Lift to Turn Research PDFs into Structured JSON with Controlled, Schema-Guided Field-Level Evaluation

The post describes a workflow for converting research PDFs into structured JSON using Lift. It sets up a Colab GPU environment, loads Lift in 4-bit NF4, generates synthetic reports with distractors, and evaluates schema-guided field extraction against ground truth to build a queryable knowledge base.

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