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text2image-prompt-generator
succinctly/text2image-prompt-generator
text2image-prompt-generator is a text generation model from succinctly. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as cc-by-2.0.
This is a GPT-2 model fine-tuned on the succinctly/midjourney-prompts dataset, which contains 250k text prompts that users issued to the Midjourney text-to-image service over a month period. For more details on how th…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- cc-by-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Jul 21, 2022
- Updated
- Aug 20, 2022
- SHA
- b7e96e38
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Datasets
Model card
From the Hugging Face model README
This is a GPT-2 model fine-tuned on the succinctly/midjourney-prompts dataset, which contains 250k text prompts that users issued to the Midjourney text-to-image service over a month period. For more details on how this dataset was scraped, see Midjourney User Prompts & Generated Images (250k).
This prompt generator can be used to auto-complete prompts for any text-to-image model (including the DALL·E family):
Note that, while this model can be used together with any text-to-image model, it occasionally produces Midjourney-specific tags. Users can specify certain requirements via double-dashed parameters (e.g. --ar 16:9 sets the aspect ratio to 16:9, and --no snake asks the model to exclude snakes from the generated image) or set the importance of various entities in the image via explicit weights (e.g. hot dog::1.5 food::-1 is likely to produce the image of an animal instead of a frankfurter).
When using this model, please attribute credit to Succinctly AI.
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- cc-by-2.0
- Languages
- en
- Created
- Jul 21, 2022
- Updated
- Aug 20, 2022