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MiniCPM-V&OmniLMM 是面向图文理解的开源多模态大模型系列。该系列模型接受图像和文本输入,并提供高质量的文本输出。目前发布了两个版本的模型,旨在实现领先的性能和高效的部署:

MiniCPM-V 2.8B:可在终端设备上部署的先进多模态大模型。最新发布的 MiniCPM-V 2.0 可以接受 180 万像素的任意长宽比图像输入,实现了和 Gemini Pro 相近的场景文字识别能力以及和 GPT-4V 相匹的低幻觉率。

OmniLMM-12B:相比同规模其他模型在多个基准测试中具有领先性能,实现了相比 GPT-4V 更低的幻觉率。



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MiniCPM-V&OmniLMM 是面向图文理解的开源多模态大模型系列。该系列模型接受图像和文本输入,并提供高质量的文本输出。目前发布了两个版本的模型,旨在实现领先的性能和高效的部署:

MiniCPM-V 2.8B:可在终端设备上部署的先进多模态大模型。最新发布的 MiniCPM-V 2.0 可以接受 180 万像素的任意长宽比图像输入,实现了和 Gemini Pro 相近的场景文字识别能力以及和 GPT-4V 相匹的低幻觉率。

OmniLMM-12B:相比同规模其他模型在多个基准测试中具有领先性能,实现了相比 GPT-4V 更低的幻觉率。

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The global forecast for the Asian markets is murky following recent volatility, with crude oil prices providing support in what has been an otherwise tough month. The European markets were down and the U.S. bourses were mixed and flat and the Asian markets figure to split the difference.The TSE finished modestly lower on Friday following losses from the financial shares and property stocks.For the day, the index sank 15.09 points or 0.49 percent to finish at 3,061.35 after trading between 3,057.84 and 3,089.78. Volume was 1.39 billion shares worth 1.30 billion Singapore dollars. There were 285 decliners and 184 gainers.

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Like a stock, you can buy and hold Bitcoin as an investment. You can even now do so in special retirement accounts called Bitcoin IRAs. No matter where you choose to hold your Bitcoin, people’s philosophies on how to invest it vary: Some buy and hold long term, some buy and aim to sell after a price rally, and others bet on its price decreasing. Bitcoin’s price over time has experienced big price swings, going as low as $5,165 and as high as $28,990 in 2020 alone. “I think in some places, people might be using Bitcoin to pay for things, but the truth is that it’s an asset that looks like it’s going to be increasing in value relatively quickly for some time,” Marquez says. “So why would you sell something that’s going to be worth so much more next year than it is today? The majority of people that hold it are long-term investors.”

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