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author-stylegan – AI Model by fjxddy | AlphaNeural AI

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fjxddy/
author-stylegan

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text-generation

author-identification

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Author StyleGAN Models

This repository contains fine-tuned GPT-2 models trained to generate text in the style of various authors.

Available Authors

Agatha Christie
Alexandre Dumas
Arthur Conan Doyle
Charles Dickens
Charlotte Brontë
F. Scott Fitzgerald
García Márquez
Herman Melville
Jane Austen
Mark Twain

Model Details

Model type: GPT-2 with StyleGAN training
Training data: Custom dataset of authors' works
Training procedure: StyleGAN training with BERT discriminator
Authors: Your Name

Usage

python

from transformers import AutoModelForCausalLM, AutoTokenizer

# 选择作者
author = "Agatha_Christie"  # 或其他作者

# 加载模型
model = AutoModelForCausalLM.from_pretrained(
    f"{username}/{model_name}/generators/{author}"
)
tokenizer = AutoTokenizer.from_pretrained(
    f"{username}/{model_name}/generators/{author}"
)