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--- |
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language: en |
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license: mit |
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--- |
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# Fairseq-dense 13B - Shinen |
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## Model Description |
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Fairseq-dense 13B-Shinen is a finetune created using Fairseq's MoE dense model. Compared to GPT-Neo-2.7-Horni, this model is much heavier on the sexual content. |
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**Warning: THIS model is NOT suitable for use by minors. The model will output X-rated content.** |
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## Training data |
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The training data contains user-generated stories from sexstories.com. All stories are tagged using the following way: |
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``` |
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[Theme: <theme1>, <theme2> ,<theme3>] |
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<Story goes here> |
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``` |
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### How to use |
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You can use this model directly with a pipeline for text generation. This example generates a different sequence each time it's run: |
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```py |
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>>> from transformers import pipeline |
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>>> generator = pipeline('text-generation', model='KoboldAI/fairseq-dense-13B-Shinen') |
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>>> generator("She was staring at me", do_sample=True, min_length=50) |
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[{'generated_text': 'She was staring at me with a look that said it all. She wanted me so badly tonight that I wanted'}] |
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``` |
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### Limitations and Biases |
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Based on known problems with NLP technology, potential relevant factors include bias (gender, profession, race and religion). |
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### BibTeX entry and citation info |
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``` |
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Artetxe et al. (2021): Efficient Large Scale Language Modeling with Mixtures of Experts |
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``` |
