We introduce OpenFlamingo, a family of autoregressive vision-language models ranging from 3B to 9B parameters. OpenFlamingo is an ongoing effort to produce an open-source replication of DeepMind’s Flamingo models. On seven vision-language datasets, OpenFlamingo models average between 80 – 89% of corresponding Flamingo performance. This technical report describes our models, training data, hyperparameters, and evaluation suite.
Citation:
J. Jitsev et al., “OpenFlamingo: an Open-Source framework for training large autoregressive Vision-Language models,” arXiv (Cornell University), Jan. 2023, doi: 10.48550/arxiv.2308.01390.
More Information:
Open source: https://doi.org/10.48550/arXiv.2308.01390
