---
title: NovaEval by Noveum.ai - Advanced AI Model Evaluation Platform
emoji: 🚀
colorFrom: blue
colorTo: purple
sdk: docker
pinned: false
license: mit
app_port: 7860
---

# NovaEval by Noveum.ai - Advanced AI Model Evaluation Platform

A comprehensive platform for evaluating AI language models using the NovaEval framework. Built by [Noveum.ai](https://noveum.ai) for the AI research community.

## 🌟 Features

### 🤖 Latest LLMs
- **GPT-4o, GPT-4 Turbo, GPT-3.5 Turbo** (OpenAI)
- **Claude 3.5 Sonnet, Claude 3 Opus/Sonnet/Haiku** (Anthropic)
- **Amazon Titan, Cohere Command** (AWS Bedrock)
- **Noveum AI Gateway** (Noveum.ai)

### 📊 Comprehensive Datasets
- **MMLU** - Massive Multitask Language Understanding
- **HumanEval** - Code Generation Benchmark
- **HellaSwag** - Commonsense Reasoning
- **GSM8K** - Grade School Math
- **TruthfulQA** - Truthfulness Assessment
- **Custom Dataset Upload** - Bring your own data

### ⚡ Advanced Analytics
- **Real-time Evaluation Logs** - Live request/response monitoring
- **Detailed Metrics** - Accuracy, F1-Score, BLEU, ROUGE, Semantic Similarity
- **Interactive Visualizations** - Charts, comparisons, statistical analysis
- **Export Results** - JSON, CSV formats

### 🔧 Advanced Configuration
- **Sample Size Control** - 10 to 1000 samples
- **Model Parameters** - Temperature, max tokens, top-p
- **Evaluation Settings** - Batch size, timeout, retry logic
- **Cost Estimation** - Real-time cost tracking

## 🚀 Quick Start

1. **Select Models** - Choose up to 5 LLMs from different providers
2. **Choose Dataset** - Pick from academic benchmarks or upload custom data
3. **Pick Metrics** - Select evaluation metrics for your use case
4. **Configure** - Set parameters and start evaluation
5. **Analyze** - View real-time results and detailed analytics

## 🔗 Links

- **Noveum.ai**: [https://noveum.ai](https://noveum.ai)
- **NovaEval GitHub**: [https://github.com/Noveum/NovaEval](https://github.com/Noveum/NovaEval)
- **Documentation**: [NovaEval Docs](https://github.com/Noveum/NovaEval#readme)

## 🛠️ Technical Details

- **Framework**: NovaEval v0.3.3
- **Backend**: FastAPI with WebSocket support
- **Frontend**: Modern HTML5/CSS3/JavaScript
- **Models**: OpenAI, Anthropic, AWS Bedrock, Noveum.ai APIs
- **Deployment**: Docker on Hugging Face Spaces

## 📝 License

MIT License - See [LICENSE](https://github.com/Noveum/NovaEval/blob/main/LICENSE) for details.

---

**Powered by NovaEval v0.3.3 | Built with ❤️ by [Noveum.ai](https://noveum.ai)**