datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
clinical-ner-qdora
Clinical Structured Extraction Dataset for QDoRA / QLoRA Fine-Tuning
Generative Information Extraction from Clinical Notes into Validated JSON
Companion dataset for Chapter 7 of Rearchitecting LLMs (Manning Publications).
Task
Unlike traditional Named Entity Recognition (NER) which focuses on labeling tokens in a sequence, this dataset targets Generative Information Extraction.
The goal is to train an LLM to act as a deterministic parser: it must identify… See the full description on the dataset page: https://huggingface.co/datasets/oopere/clinical-ner-qdora.svs-qdora-data