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| license: mit |
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| Details on the code used to produce and use this model are available at: |
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| https://github.com/schrum2/MarioDiffusion |
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| That repo has instructions to check out this model and apply it to the generation of Super Mario Bros. level scenes. |
| There is also an interactive GUI for constructing complete levels out of model-generated scenes. |
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| This model makes use of https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1 |
| as a text embedding model for use with diffusion to generate Mario levels. |
| It makes use of slightly complicated absence style captions. |
| It is made available to allow full scrutiny of our results, but the data indicates that this |
| model performs poorly in comparison with others. |
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| To see a model using sentence-transformers/multi-qa-MiniLM-L6-cos-v1 that has reasonable |
| performance, see https://huggingface.co/schrum2/MarioDiffusion-MiniLM-single-regular0. |
| To see a model that uses absence captions with |
| a simple token-based transformer model for text embedding, see https://huggingface.co/schrum2/MarioDiffusion-MLM-absence0. |
