Project: Improving Model Latent Visualization

Improving Model Latent Visualization

Recommended Reads

Specific to France

• Interpretability vs Neuroscience [rough note] — colah’s blog
• Analogies between Biology and Deep Learning [rough note] — colah’s blog

  Hyperbolic Embedding Spaces

  Resources

  GitHub - alibaba/Curvature-Learning-Framework: Curvlearn, a Tensorflow based non-Euclidean deep learning framework.

  Mono Repo

  GitHub - marlin-codes/Awesome-Hyperbolic-Representation-and-Deep-Learning: Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

  Papers

  • Predicting model training dynamics with hyperbolic ‘skeleton’
    • 2408.09845
  • Relevant SAE paper (manifolds): Sparse Autoencoders Reveal Universal Feature Spaces Across Large Language Models
  • 2010.00402
  • GitHub - HazyResearch/hyperbolics: Hyperbolic Embeddings

  Link to original