OnnxSlim can help you slim your onnx model, with less operators, but same accuracy, better inference speed.

• 🚀 OnnxSlim is merged to mnn-llm, performance increased by 5%
• 🚀 Rank 1st in the AICAS 2024 LLM inference optimization challenge held by Arm and T-head
• 🚀 OnnxSlim is merged into ultralytics ❤️❤️❤️
• 🚀 OnnxSlim is merged into transformers.js 🤗🤗🤗

pip install onnxslim

pip install git+https://github.com/inisis/OnnxSlim@main

git clone https://github.com/inisis/OnnxSlim && cd OnnxSlim/
pip install .

onnxslim your_onnx_model slimmed_onnx_model

For more usage, see onnxslim -h or refer to our examples

• onnx-graphsurgeon
• Polygraphy
• onnx-simplifier
• tabulate
• onnxruntime

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