---
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.