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---
language:
- en
tags:
- text2text-generation
- onnx
- int8
- legal
- amicus
license: mit
widget:
- text: "Humanize this legal text: The party of the first part shall herewith indemnify..."
---
# Amicus Humanizer v1 (ONNX INT8)
This is the highly optimized, CPU-ready ONNX INT8 quantized version of the **Amicus Humanizer v1** model.
It has been specifically fine-tuned and quantized for the Dockase ecosystem to rewrite dense, complex legal jargon into plain, easily understandable English.
## Model Details
- **Architecture:** Seq2Seq (Encoder-Decoder) based on FLAN-T5
- **Task:** Text-to-Text Generation (Legal text simplification)
- **Format:** ONNX
- **Quantization:** INT8 (Dynamic Quantization with AVX512 optimization)
- **Target Deployment:** Fast inference on CPU servers
## Usage
This model is designed to be run using `optimum.onnxruntime` or raw ONNX Runtime inference servers.