Salesforce is using structured representation of image semantics to power programs that synthesize instruction datasets for AI training.

The researchers trained NOVA using high-quality datasets, starting with 16 million image-text pairs from sources like DataComp, COYO, Unsplash, and JourneyDB, which were later expanded to 600 million ...

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损失函数可以表述为去噪准则： 我们采用多个多样化、精心挑选的高质量数据集来训练我们的 NOVA。对于文本到图像的训练，最初从 DataComp、COYO、Unsplash和 JourneyDB收集了 1600 万个图像-文本对。为了探索 NOVA 的扩展性，通过从 LAION、DataComp 和 COYO 中选择更多最低 ...

2024 年，是 AI 领域让人兴奋的一年。在这一年中，各大科技公司、机构发布了数不胜数的研究。 从年初的 Sora，到年尾 DeepSeek-V3，我们见证了 AI 一轮 ...