README.md

metadata

language:
  - es
license: mit
task_categories:
  - text-generation
  - conversational
tags:
  - medical
  - healthcare
  - nursing-home
  - fine-tuning
  - sft
size_categories:
  - n<1K

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")

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

License

MIT License