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sat

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xlm-token
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Model

The segment-any-text/sat-12l-sm model is a part of the Segment Any Text (SAT) framework, specifically utilized within the WTPSplit project. This model enables efficient and flexible text segmentation by leveraging XML-Roberta architectures.

Available Model Types

We provide multiple formats of the sat-12l-sm model:

ONNX

  1. Default: Standard ONNX model for general use.
  2. Optimized: Performance-enhanced version with improved inference speed.

TensorRT

  1. FP32: Floating-point precision model, ensuring high accuracy.
  2. FP32+INT8: Mixed precision (FP32 and INT8) model for optimized inference speed with reduced memory footprint.

Reference

  1. Github
  2. Library and the WtP models
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