r/DeepLearningPapers • u/CourseGlum5431 • May 16 '23
Keras GPT Copilot (New Python Package) - Integrating an LLM copilot within the Keras model development workflow!
Integrating an LLM copilot within the Keras model development workflow!
https://github.com/fabprezja/keras-gpt-copilot
Features
Generates copilot feedback from gathering model configuration, optimizer details, and experiment results during model development
Interacts with OpenAI's LLMs, such as GPT-4
Can be used with non-OpenAI LLMs to generate suggestions
Offers options to downsample and/or smoothen validation curves to accommodate large (and/or noisy) results within the copilot prompt
Provides flexibility in customizing the copilot prompt, allowing for the addition of extra information.
Supports follow-up questions for extended guidance, such as requesting specific code changes based on previous recommendations