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wwd

wwd: westworld but available on PyPI

Components

  • api: Unified API for LM-related inference
  • nbs: nbdev notebooks for main package
  • notes: Research notes
  • papers: Research papers
  • ra: Research assistant tool
  • sh: Shell scripts
  • vendor: Git submodules
  • wwd: Main package

Goals

  • Data pipelines
  • Benchmarks
  • Create intent based API for LM-related inference
  • Create RAG+ research assistant tool
  • Reimplement
    • Embedding
    • Reranking
    • Transformer (NanoGPT/Mistral/LLaMA)
    • Multi-modal transformer (LLaVA)
    • RNN (RWKV)
    • SSM (Mamba)
    • Spiking NN
    • Forward-forward
  • Research additions
    • RAG over previous interactions
    • Fused backprop step at inference for transformers
  • Research new approaches
    • Forward-training architectures

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