tom-doerr/logo_generator

1# YAML 1.22---3abstract: "DALL·E mini is a JAX/Flax reimplementation of OpenAI's DALL·E that requires much smaller hardware resources. By simplifying the architecture and model memory requirements, as well as leveraging open-source code and pre-trained models, we were able to create a model that is 27 times smaller than the original DALL·E and train it on a single TPU v3-8 for only 3 days. DALL·E mini achieves impressive results, albeit of a lower quality than the original system. It can be used for exploration and further experimentation on commodity hardware."4authors: 5  -6    family-names: Dayma7    given-names: Boris8  -9    family-names: Patil10    given-names: Suraj11  -12    family-names: Cuenca13    given-names: Pedro14  -15    family-names: Saifullah16    given-names: Khalid17  -18    family-names: Abraham19    given-names: Tanishq20  -21    family-names: "Lê Khắc"22    given-names: "Phúc"23  -24    family-names: Melas25    given-names: Luke26  -27    family-names: Ghosh28    given-names: Ritobrata29cff-version: "1.1.0"30date-released: 2021-07-2931identifiers: 32keywords: 33  - dalle34  - "text-to-image generation"35  - transformer36  - "zero-shot"37  - JAX38license: "Apache-2.0"39doi: 10.5281/zenodo.514640040message: "If you use this project, please cite it using these metadata."41repository-code: "https://github.com/borisdayma/dalle-mini"42title: "DALL·E Mini"43version: "v0.1-alpha"44...