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Initial 0.1.0 Release of FastNN
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@aychang95 aychang95 released this 03 Dec 07:37
· 42 commits to main since this release
0.1.0
2abc0bd

A small release for a fun little project with more to come.

For this initial release you can refer to the README and at https://andrewchang.dev/fastnn

But here are some of the features this includes:

  • Data Processing
    • Intuitive data processing modules for encoding human-readible data into tensors compatible with deep learning libraries
  • Model Exporting
    • FastNN torch modules and tools for exporting models via. TorchScript tracing and scripting to a production environment
  • Model Zoo
    • Various exported models hosted in this repo via. git-lfs and AWS S3. Includes models from the HuggingFace's Transformers and
      TorchVision
  • Model Deployment
    • Deploy models using Triton Inference Server on CPU/GPU-compatible server(s) with helm or docker
  • FastNN Client
    • Client wrapper for Triton Inference Server's client module for programmatic requests with python
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