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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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--- |
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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 = 'FrostAura/gpt-neo-1.3B-fiction-novel-generation' |
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generator: pipeline = pipeline('text-generation', model=model_name) |
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prompt: str = 'So far my day has been ' |
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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. |
