手机桌面美化曾经是 Android 机圈最火爆的话题之一，近年随着 Google 的 Material You 和 Apple 的 Liquid Glass，倒是又重新吹起了一丝复古的微风——今天介绍的 Muviz Widgets 也希望在你的 Android 主屏上唤醒桌面装扮与个性的热情。
Most graphs, SBOM tools and dependency trackers therefore stop at the binding or system that uses curl or libcurl, but without including curl or libcurl. The layer above so to speak. This makes it hard to figure out exactly how many components and how much software is depending on libcurl.
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The big leadership story: How Jeffrey Epstein cracked Bill Gates’ inner circle.
We have one horrible disjuncture, between layers 6 → 2. I have one more hypothesis: A little bit of fine-tuning on those two layers is all we really need. Fine-tuned RYS models dominate the Leaderboard. I suspect this junction is exactly what the fine-tuning fixes. And there’s a great reason to do this: this method does not use extra VRAM! For all these experiments, I duplicated layers via pointers; the layers are repeated without using more GPU memory. Of course, we do need more compute and more KV cache, but that’s a small price to pay for a verifiably better model. We can just ‘fix’ an actual copies of layers 2 and 6, and repeat layers 3-4-5 as virtual copies. If we fine-tune all layer, we turn virtual copies into real copies, and use up more VRAM.
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Looking back at 15 boards across a year, a few themes stand out.
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