We deal with the problem of information fusion driven satellite remote sensing (RS) image/scene classification and propose a generic hallucination architecture considering that all the available sensor information is present during training while some of the image modalities may be absent while testing....
有些hallucinations可以追溯到pretraining corpora缺少相关知识 or false knowledge. 同理reducing hallucination在SFT-stage也至关重要 General Data Management Framework + Multimodal Data Management 待挖坑:multimodal data management Social Biases and Fairness
🌱有理有据、最大程度降低幻觉(hallucination) 文本切片过程可视化,支持手动调整。 有理有据:答案提供关键引用的快照并支持追根溯源。 🍔兼容各类异构数据源 支持丰富的文件类型,包括 Word 文档、PPT、excel 表格、txt 文件、图片、PDF、影印件、复印件、结构化数据, 网页等。 🛀全程无忧、自动化的 RAG 工作流...
也为 AI 能够提供准确信息、促进明智决策和加深对周围世界的理解建立基础。参考资料：https://blog.google/technology/ai/google-datagemma-ai-llm/ https://venturebeat.com/ai/datagemma-googles-open-ai-models-mitigate-hallucination-on-statistical-queries/ 运营/排版：何晨龙 ...
Mitigating hallucination: 许多广泛使用的语言模型利用监督微调 (SFT) 来学习与其用户互动的方式 (Wang et al., 2022b; Zhang et al., 2023b)。特别地,存在许多生成合成 SFT 数据的方法,可以提高诸如推理和对齐之类的能力 (Wei et al., 2023a,b)。然而,事实证明,这些合成数据可能包含大量的人工生成答案,或者...
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New data paradigm:The multi-dimensional tensor data is enabled to support fast data retrieval via an intelligent search engine. The retrieval-augmented generation (RAG) technology works with the embedded knowledge base to eliminate hallucination in large AI models. ...
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3Hallucination is common in AI inference. Suggestions 1Use the decoupled storage-compute architecture to enable independent deployment and on-demand evolution of computing and storage power. 2The data infrastructure should have scale-out capabilities, enabling performance to increase proportionally to capaci...
https://blog.google/technology/ai/google-datagemma-ai-llm/ https://venturebeat.com/ai/datagemma-googles-open-ai-models-mitigate-hallucination-on-statistical-queries/ 运营/排版:何晨龙 01/ 02/ 03/ 04/