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That said, the Smile Plus does offer a microSD card slot, so you can store and view photos elsewhere. It pairs with an app similar to the Retro 3’s as well, and although the software isn’t as snappy or feature-rich, it still lets you add a variety of filters and frames. Ultimately, I’d recommend the Retro 3 since it’s often available for less than $120, but the Smile Plus is a good, budget-friendly alternative.

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The rapier crate also published a blog post highlighting a major change to its underlying math engine, in its 0.32.0 version so I asked Opus 4.5 to upgrade to that version…and it caused crashes, yet tracing the errors showed it originated with rapier itself. Upgrading to 0.31.0 was fine with no issues: a consequence of only using agentic coding for this workflow is that I cannot construct a minimal reproducible test case to file as a regression bug report or be able to isolate it as a side effect of a new API not well-known by Opus 4.5.,更多细节参见爱思助手下载最新版本

FunctionGemma 是 Google 最小的函数调用专用模型——2.7 亿个参数,288 MB,解码速度约为 126 tok/s。没错,它需要微调(准确率从 58% 提升到 85%),没错,它使用了一种奇怪的自定义格式,而不是 JSON。但它适用于任何手机,响应速度极快,而且确实有效。现在就可以构建带有离线 AI 代理的应用——体积小、速度快、可靠性高,足以满足生产环境的需求。无需等待模型体积更小、设备速度更快的“神奇未来”,未来已来!

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