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nnli

Latest version

Interactively explore safetensors and onnx networks in your CLI.

nnlirestyle

Get nnli 🎉

From Cargo

cargo install nnli

From Github

git clone https://github.com/drbh/nnli.git
cd nnli
cargo install --path .

Check version

nnli --version

Print a local model

nnli print --path <PATH TO MODEL FILE OR MODEL ID>
# if the model is in your HF cache
nnli print --path microsoft/Phi-3-mini-4k-instruct
# when there is more than one revision, specify the revision
nnli print --path microsoft/Phi-3-mini-4k-instruct@d269012bea6fbe38ce7752c8940fea010eea3383
# or the full path
nnli print --path ~/.cache/huggingface/hub/models--microsoft--Phi-3-mini-4k-instruct/snapshots/d269012bea6fbe38ce7752c8940fea010eea3383/

This app is a work in progress, and there is a lot of room for improvement on both the code and user experience (UX) fronts.

features

  • read onnx models via candle-onnx
  • display nodes in tui via ratatui
  • extract and display node details in pane
  • improve color schema and ui layout
  • improve navigation
  • upload to crates.io
  • better install instructs
  • build releases
  • improve details output to show all relevant data
  • highligh I/O of node on left
  • add command to show only unique operations
  • add commands to see other useful stats
  • support safetensors files
  • support file or directory input as --path