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Stack Overflow and Google Cloud partner to bring Generative AI to millions of developers through the Stack Overflow platform, Google Cloud Console, and Duet AI.
Read announcementStack Overflow and OpenAI partner to strengthen the world’s most popular Large Language Models.
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We believe AI models and products must provide proper attribution and contribute value back to the communities creating and curating the data that fuels them. Learn more about our definition of socially responsible AI and the commitments we require from our partners.
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Only 43% of developers trust the accuracy of AI tools. 1 Improve accuracy, product differentiation, and personalization with Stack Overflow’s dataset.
Improve model performance with specialized and precise data.
Based on internal & independent tests, fine-tuning on Stack Overflow data results in substantial model performance improvements.
Figure 1. Percent of “Perfect” answers (internal testing)
Based on a proprietary eval set of 1000 Q&A with ground truth answers created from Stack Exchange and Prosus AI Assistant technical Q&A (with highest user rating).
- 14.13%
- Instruction fine tuned
- MPT 30B
- 31.52%
- Stack Overflow trained fine tuned
- MPT 30B
- 37.38%
- Code fine tuned
- Code Llama-2 34B Instruction fine tuned
- 55.30%
- Stack Overflow fine tuned
- Code Llama-2 34B