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SciFM Summer School 2024

Tutorial 2: Tokenization

  • Open In Colab Omics
  • Open In Colab Chemical Data
  • Open In Colab Training Tokenizers
  • Open In Colab Byte Pair Encoding tokenization

Tutorial 3: Model Architectures

  • Open In Colab GenSLM
  • Open In Colab Vision Transformer
  • Open In Colab Diffusion Models
  • Static Badge Poseidon: Efficient Models for PDEs
  • Static Badge NeuralOperators
  • Pluto.jl Notebook Neural Scaling Laws

Tutorial 4

  • Open In Colab Retrieval Augmented Generation
  • Open In Colab Fine-Tuning and Preferences

Tutorial 5: Programming Novel AI Accelerators for Scientific Computing

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Slides, tutorials, and code for the session are available on ALCF's repo linked above. Tutorials for the accelerators in the ALCF AI Testbed are below:

Tutorial 6: Advanced Privacy-Preserving Federated Learning Framework

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