Combining the Hugging Face Model Platform and Knowledge Graph trend analysis over time could improve GenAI research and reduce waste of energy!
Exploring the potential of leveraging knowledge graphs to analyze trends in evolving models for better GenAI research and efficiency.
TL;DR ⏱️
- Leveraging knowledge graphs for GenAI trends
- Identifying high-performing models and best practices
- Potential for a crowd-sourced GenAI cookbook
Traversing the possible huge knowledge graph of evolving models... It would be interesting to see trends within this graph, such as which families and architectures are trending 📈. I'd love to explore over time what approaches for fine-tuning, datasets, or even the number of transformer layers/heads, etc. create high-performing and efficient models 🌱. So we could create a crowd-sourced best practice GenAI cookbook ❤️👩🏽🍳. Please let me know if you are already working on it Thomas Wolf 🤗
#LostInGenai #artificialintelligence #huggingface #knowledgegraphs #genairesearch