README.md

metadata

title: Json Structured
emoji: 🏃
colorFrom: red
colorTo: gray
sdk: gradio
sdk_version: 5.33.0
app_file: app.py
pinned: false
short_description: Plain text to json using llama.cpp

Plain Text to JSON with llama.cpp

This Hugging Face Space converts plain text into structured JSON format using llama.cpp for efficient CPU inference.

Features

• llama.cpp Integration: Uses llama-cpp-python for efficient model inference
• Gradio Interface: User-friendly web interface
• JSON Conversion: Converts unstructured text to structured JSON
• Model Management: Load and manage GGUF models
• Demo Mode: Basic functionality without requiring a model

Setup

The space automatically installs:

• llama-cpp-python for llama.cpp integration
• Required build tools (build-essential, cmake)
• Gradio and other dependencies

Usage

1. Demo Mode: Use "Demo (No Model)" for basic text-to-JSON conversion
2. Full Mode: Load a GGUF model for AI-powered conversion
3. Customize: Adjust temperature and max_tokens for different outputs

Model Requirements

• Models must be in GGUF format
• Recommended: Small to medium-sized models for better performance
• Popular options: Llama 2, CodeLlama, or other instruction-tuned models

Configuration

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference