Unlock AI Performance with AWB: A Game-Changer in Workflows!
Introducing AWB, the ultimate benchmarking tool that tests entire workflows instead of isolated models. By evaluating the synergy between models, configurations, and tools, AWB reveals meaningful differences in performance across 80 real-world engineering tasks.
Key Features:
- Comprehensive Benchmarking: Test model + tool + workflow in one go.
- Performance Metrics: Analyze Correctness, Cost Efficiency, and Speed among others.
- Data-Driven Insights: Utilize sigmoid normalization for accurate scoring.
Why AWB Stands Out:
- Holistic Approach: Address capability gaps and generate actionable insights.
- Real-World Tasks: Benchmarks derived from actual open-source repositories.
- User-Friendly Setup: Install in seconds with
pip install awb.
Getting Started:
- Clone the repo.
- Execute setup commands.
- Analyze runs for optimal decision-making.
Curious about your AI model’s performance? 💡 Share your results and insights with the community! Let’s leverage AWB to elevate our work in the AI landscape! 🚀
