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---
license: apache-2.0
title: 'SYNCLM: AI Contract Intelligence Demo'
sdk: gradio
emoji: 📚
colorFrom: purple
colorTo: indigo
thumbnail: >-
https://cdn-uploads.huggingface.co/production/uploads/6893ae91c2759b97d106132e/I0oCzTIIm9peYq2Hg4--M.png
short_description: 'AI-powered contract analysis: summary, metadata, clause risk'
pinned: true
---
<p align="center">
<img src="https://huggingface.co/SCBconsulting/synclm-demo/resolve/main/SYNCLM%20LOGO%20-%20thumbnail.png" alt="SYNCLM Logo" width="200"/>
</p>
---
license: mit
title: 'SYNCLM: AI Contract Intelligence Demo'
sdk: gradio
emoji: 📚
colorFrom: purple
colorTo: indigo
thumbnail: >-
https://cdn-uploads.huggingface.co/production/uploads/6893ae91c2759b97d106132e/zIJmobHAiLPyf-9FItm-W.png
short_description: 'AI-powered contract analysis: summary, metadata, clause risk'
---
# 🤖 SYNCLM – AI Contract Intelligence Demo
---
license: mit
title: 'SYNCLM: AI Contract Intelligence Demo'
sdk: gradio
emoji: 📚
colorFrom: purple
colorTo: indigo
thumbnail: >-
https://cdn-uploads.huggingface.co/production/uploads/6893ae91c2759b97d106132e/ApY-ZT4UGyVbI2lPDt3_J.png
short_description: 'AI-powered contract analysis: summary, metadata, clause risk'
---
# SYNCLM – AI Contract Intelligence Demo 🤖📄
# 🤖 SYNCLM – AI Contract Intelligence Demo
An interactive legal tech prototype that showcases intelligent contract review using open-source models from Hugging Face.
### 🔍 Features
- Upload legal documents (.pdf, .docx, .txt)
- Executive summarization (EN)
- Metadata extraction using NER (Named Entity Recognition)
- Clause risk detection (rule-based)
- Fallback clause suggestions (semantic similarity)
- Real-time translation (EN → PT via Unicamp-dl)
## 🧠 Models Used
| Task | Model Used |
|-------------------|---------------------------------------------------------|
| Summarization | `facebook/bart-large-cnn` |
| Metadata (NER) | `pierreguillou/ner-legal-ptbr-electra-small` |
| Risk Detection | Custom classifier (fine-tuned LegalBERT) |
| Translation | `unicamp-dl/translation-en-pt-t5` |
> All models sourced from [Hugging Face](https://huggingface.co/models)
## 🚀 Run Locally
Install dependencies:
```bash
pip install -r requirements.txt
---
### ⚙️ Built With
`Gradio` • `Transformers` • `Sentence Transformers` • `nltk` • `spaCy` • `pdfplumber` • `python-docx` • `sentencepiece` • `torch` • `dateparser`
---
### 👩💻 Creator
**Sabrina Colirri** | [SCB Consulting](https://huggingface.co/SCBconsulting) |