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Address review comment
Signed-off-by: Thara Palanivel <[email protected]>
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README.md

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@@ -7,7 +7,7 @@ FMS Model Optimizer is a framework for developing reduced precision neural netwo
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## Highlights
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- **Python API to enable model quantization:** With the addition of a few lines of codes, module-level and/or function-level operations replacement will be performed.
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- **Robust:** Verified for INT 8/4-bit quantization on important vision/speech/NLP/object detection LLMs
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- **Robust:** Verified for INT 8/4-bit quantization on important vision/speech/NLP/object detection/LLMs.
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- **Flexible:** Options to analyze the network using PyTorch Dynamo, apply best practices, such as clip_val initialization, layer-level precision setting, optimizer param group setting, etc. during quantization.
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- **State-of-the-art INT and FP quantization techniques** for weights and activations, such as SmoothQuant, SAWB+ and PACT+.
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- **Supports key compute-intensive operations** like Conv2d, Linear, LSTM, MM and BMM

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