~/talk

The future of frameworks: Navigate the OSS landscape

Talkat Women in ML Symposium 2023 · on Thursday, 2023-12-07· [open-source, machine-learning]
links:none on file
slides:none on file

Claims that open source is central to AI development and that single frameworks can’t meet all needs, arguing for a modular ecosystem and component choice. Cites concrete tooling: Keras 3 GA now supports multiple backends (TensorFlow, JAX, PyTorch), mentions TensorFlow and JAX as maintained stacks, and lists adaptation paths from no-code prompt tuning to fine-tuning for large models. Useful if evaluating framework portability and deployment trade-offs.

AI-written summary · about

  1. 0:00Introduction
  2. 0:37The evolution of frameworks
  3. 3:42A modular framework ecosystem
  4. 4:53Outro
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