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Project description
wwd
wwd
: westworld
but available on PyPI
Components
api
: Unified API for LM-related inferencenbs
: nbdev notebooks for main packagenotes
: Research notespapers
: Research papersra
: Research assistant toolsh
: Shell scriptsvendor
: Git submoduleswwd
: 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
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