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License: MIT License (MIT License)

Author: Marko Vukovic

Tags nbdev, jupyter, notebook, python

Requires: Python >=3.10

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Project description

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

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for mvkvc from gravatar.com mvkvc

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These details have not been verified by PyPI
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Meta

License: MIT License (MIT License)

Author: Marko Vukovic

Tags nbdev, jupyter, notebook, python

Requires: Python >=3.10

Classifiers

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This version

0.0.1

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