| | --- |
| | license: mit |
| | --- |
| | |
| | Details on the code used to produce and use this model are available at: |
| |
|
| | https://github.com/schrum2/MarioDiffusion |
| |
|
| | 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. |
| |
|
| | 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. |
| | Mario scene captions contain multiple period-separated phrases, and this model |
| | embeds each phrase with its own sentence embedding vector for the diffusion |
| | model to use as text conditioning. |
| |
|
| | To see a model using sentence-transformers/multi-qa-MiniLM-L6-cos-v1 that |
| | embeds the entire caption as a single vector, |
| | see https://huggingface.co/schrum2/MarioDiffusion-MiniLM-single-regular0. |
| | To see a model that uses a simple token-based transformer model for text |
| | embedding, see https://huggingface.co/schrum2/MarioDiffusion-MLM-regular0. |
