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one of the trickest parts of the whole project was figuring out what to do with the I/O, namely the left side of the chassis, since that's where all of the original ports were housed directly on the original logic board of the macbook.taking inspiration from the f4mi video from before, i ordered some usb hubs, stripped them out of their enclosures, and 3d printed some custom standoffs that allow them to be mounted in a way that holds them in place, while allowing me to easily remove them with screws.i also worked quite hard on modeling an "I/O shield" for the left side since i didn't want to try to work around the old holes for the original ports, so i dremeled that side out, took a scan of the aftermath, and meticulously remade the side of the chassis to perfectly fit the hubs' new ports.i then just super glued the shield onto the chassis, again, not super ideal, but it does hold up quite well!
，详情可参考51吃瓜
Андрей Прокопьев (ночной линейный редактор)
18:27, 2 марта 2026Мир。业内人士推荐传奇私服新开网｜热血传奇SF发布站｜传奇私服网站作为进阶阅读
A multi-block masking strategy determines which patches the context encoder sees and which ones it must predict. First, three prediction blocks are sampled, each covering 15–20% of the patch grid, with randomized aspect ratios so the model can’t learn to expect a fixed shape. These blocks can overlap each other, so together they select roughly 35–50% of the grid as prediction targets. After that, a large context block (80–100% of the grid) is sampled, and the prediction regions are subtracted from it. The result is that the context encoder typically sees around 40–55% of the patches.，详情可参考移动版官网
Download a NeMo checkpoint from NVIDIA and convert to safetensors: