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Pedro Cuenca
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Add citation file
Browse files- CITATION.cff +43 -0
CITATION.cff
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# YAML 1.2
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---
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abstract: "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."
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authors:
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family-names: Dayma
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given-names: Boris
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family-names: Patil
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given-names: Suraj
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family-names: Cuenca
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given-names: Pedro
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family-names: Saifullah
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given-names: Khalid
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family-names: Abraham
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given-names: Tanishq
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family-names: "Lê Khắc"
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given-names: "Phúc"
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family-names: Melas
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given-names: Luke
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family-names: Ghosh
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given-names: Ritobrata
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cff-version: "1.1.0"
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date-released: 2021-07-29
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identifiers:
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keywords:
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- dalle
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- "text-to-image generation"
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- transformer
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- "zero-shot"
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- JAX
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license: "Apache-2.0"
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message: "If you use this software, please cite it using these metadata."
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repository-code: "https://github.com/borisdayma/dalle-mini"
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title: "DALL·E Mini"
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version: "v0.1-alpha"
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