OpenAI introduced several new developer tools at its DevDay event in San Francisco. Key features include:
GPT-4o Enhancements: Users can now provide example designs for layout generation and train the model on previously processed documents to improve accuracy.
Realtime API: This new cloud service allows software teams to integrate multimodal processing into applications, enabling AI to understand voice commands and respond audibly without the need for multiple processing steps.
Image Fine-Tuning: Developers can now enhance the performance of ChatGPT-4o in computer vision tasks by providing specialized image datasets for additional training.
Model Distillation: This technique allows developers to replace large models with smaller, more efficient ones while retaining quality responses, reducing hardware usage.
Prompt Caching: This feature enables models to reuse user inputs in specific scenarios, potentially cutting inference costs by up to 50% and improving response times.
Overall, these innovations aim to streamline development processes and enhance AI application capabilities.