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

### BibTeX entry and citation info
```
Artetxe et al. (2021): Efficient Large Scale Language Modeling with Mixtures of Experts
```
{"language": "en", "license": "mit"}
transformers pytorch xglm text-generation en license:mit autotrain_compatible endpoints_compatible has_space region:us
TAGS
#transformers #pytorch #xglm #text-generation #en #license-mit #autotrain_compatible #endpoints_compatible #has_space #region-us 

# Fairseq-dense 13B - Shinen
## Model Description
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.
Warning: THIS model is NOT suitable for use by minors. The model will output X-rated content.
## Training data
The training data contains user-generated stories from URL. All stories are tagged using the following way:

### How to use
You can use this model directly with a pipeline for text generation. This example generates a different sequence each time it's run:

### Limitations and Biases
Based on known problems with NLP technology, potential relevant factors include bias (gender, profession, race and religion).

### BibTeX entry and citation info

# Fairseq-dense 13B - Shinen ## Model Description
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.
Warning: THIS model is NOT suitable for use by minors. The model will output X-rated content. ## Training data
The training data contains user-generated stories from URL. All stories are tagged using the following way: ### How to use
You can use this model directly with a pipeline for text generation. This example generates a different sequence each time it's run: ### Limitations and Biases
Based on known problems with NLP technology, potential relevant factors include bias (gender, profession, race and religion). ### BibTeX entry and citation info
TAGS
#transformers #pytorch #xglm #text-generation #en #license-mit #autotrain_compatible #endpoints_compatible #has_space #region-us 
 # Fairseq-dense 13B - Shinen ## Model Description
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.
Warning: THIS model is NOT suitable for use by minors. The model will output X-rated content. ## Training data
The training data contains user-generated stories from URL. All stories are tagged using the following way: ### How to use
You can use this model directly with a pipeline for text generation. This example generates a different sequence each time it's run: ### Limitations and Biases
Based on known problems with NLP technology, potential relevant factors include bias (gender, profession, race and religion). ### BibTeX entry and citation info
passage: TAGS
#transformers #pytorch #xglm #text-generation #en #license-mit #autotrain_compatible #endpoints_compatible #has_space #region-us 
# Fairseq-dense 13B - Shinen## Model Description
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.
Warning: THIS model is NOT suitable for use by minors. The model will output X-rated content.## Training data
The training data contains user-generated stories from URL. All stories are tagged using the following way:### How to use
You can use this model directly with a pipeline for text generation. This example generates a different sequence each time it's run:### Limitations and Biases
Based on known problems with NLP technology, potential relevant factors include bias (gender, profession, race and religion).### BibTeX entry and citation info