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Alejandro284/resiplus-synthesis-dataset

ResiPlus Synthesis Dataset Response synthesis dataset for nursing home assistant. Generates professional, structured responses from SQL and vector search results. Dataset Details Examples: 600 Language: Spanish (es) Format: Chat messages (system, user, assistant) Use Case: Fine-tuning LLMs for nursing home management system Usage from datasets import load_dataset dataset = load_dataset("Alejandro284/resiplus-synthesis-dataset")… See the full description on the dataset page: https://huggingface.co/datasets/Alejandro284/resiplus-synthesis-dataset.

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Dataset Card

ResiPlus Synthesis Dataset

Response synthesis dataset for nursing home assistant. Generates professional, structured responses from SQL and vector search results.

Dataset Details

  • —Examples: 600
  • —Language: Spanish (es)
  • —Format: Chat messages (system, user, assistant)
  • —Use Case: Fine-tuning LLMs for nursing home management system

Usage

python
from datasets import load_dataset

dataset = load_dataset("Alejandro284/resiplus-synthesis-dataset")

Training with HF Skills

Fine-tune Qwen/Qwen2.5-0.5B on Alejandro284/resiplus-synthesis-dataset
for medical intent classification. Use SFT method. 5 epochs.

Part of ResiPlus AI

This dataset is part of the ResiPlus AI agentic system for nursing home management:

  1. 1.Router Agent - Intent classification
  2. 2.SQL Agent - Database query generation
  3. 3.Vector Agent - Semantic search optimization
  4. 4.Synthesis Agent - Response generation

License

MIT License