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---
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language:
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- en
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thumbnail: "https://github.com/faGH/fa.creative/blob/master/Icons/FrostAura/FA%20Logo/FrostAura.Logo.Complex.png?raw=true"
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tags:
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- text-generation
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- novel-generation
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- fiction
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- gpt-neo
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- pytorch
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license: "mit"
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<p align="center">
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<img src="https://github.com/faGH/fa.creative/blob/master/Icons/FrostAura/FA%20Logo/FrostAura.Logo.Complex.png?raw=true" width="75" title="hover text">
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</p>
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# fa.intelligence.models.generative.novels.fiction
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## Description
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This FrostAura Intelligence model is a fine-tuned version of [EleutherAI/gpt-neo-1.3B](https://huggingface.co/EleutherAI/gpt-neo-1.3B) for fictional text content generation.
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## Getting Started
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### PIP Installation
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```
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pip install -U --no-cache-dir transformers
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```
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### Usage
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```
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from transformers import pipeline
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model_name: str = 'EleutherAI/gpt-neo-1.3B'
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generator: pipeline = pipeline('text-generation', model=model_name)
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prompt: str = 'EleutherAI has'
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gen_text: str = generator(prompt, do_sample=True, min_length=50)
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print(f'Result: {gen_text}')
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```
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## Further Fine-Tuning
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[in development](https://github.com/dredwardhyde/gpt-neo-fine-tuning-example/blob/main/gpt_neo.py)
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## Support
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If you enjoy FrostAura open-source content and would like to support us in continuous delivery, please consider a donation via a platform of your choice.
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| Supported Platforms | Link |
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| ------------------- | ---- |
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| PayPal | [Donate via Paypal](https://www.paypal.com/donate/?hosted_button_id=SVEXJC9HFBJ72) |
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For any queries, contact dean.martin@frostaura.net.
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