metadata

title: Toxic Eye
emoji: 👀
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 5.23.2
app_file: app.py
pinned: false

Toxic Eye: Multi-Model Toxicity Evaluation Platform

Overview

Toxic Eye is a comprehensive platform that evaluates text toxicity using multiple language models and classifiers. This platform provides a unique approach by combining both generative and classification models to analyze potentially toxic content.

Features

1. Text Generation Models

Our platform utilizes four state-of-the-art language models:

Zephyr-7B: Specialized in understanding context and nuance
Llama-2: Known for its robust performance in content analysis
Mistral-7B: Offers precise and detailed text evaluation
Claude-2: Provides comprehensive toxicity assessment

2. Classification Models

We employ four specialized classification models:

Toxic-BERT: Fine-tuned for toxic content detection
RoBERTa-Toxic: Advanced toxic pattern recognition
DistilBERT-Toxic: Efficient toxicity classification
XLM-RoBERTa-Toxic: Multilingual toxicity detection

3. Community Integration

Access to community insights and discussions about similar content patterns and toxicity analysis.

Technical Details

Model Architecture

Each model in our platform is carefully selected to provide complementary analysis:

def analyze_toxicity(text):
    # Multiple model evaluation
    llm_results = text_generation_models(text)
    classification_results = toxicity_classifiers(text)
    community_insights = fetch_community_data(text)
    return combined_analysis(llm_results, classification_results, community_insights)

Performance Considerations

Real-time analysis capabilities
Efficient multi-model parallel processing
Optimized response generation

Usage Guidelines

Enter the text you want to analyze in the input box
Review results from multiple models
Compare different model perspectives
Check community insights for context

References

Citation

If you use this platform in your research, please cite:

@software{toxic_eye,
  title = {Toxic Eye: Multi-Model Toxicity Evaluation Platform},
  year = {2024},
  publisher = {Hugging Face},
  url = {https://huggingface.co/spaces/[your-username]/toxic-eye}
}