Platforms support. This code currently requires that you have a single NVIDIA GPU. In principle it is quite possible to support CPU, MPS and other platforms but this would also bloat the code. I'm not 100% sure that I want to take this on personally right now. The code is just a demonstration and I don't know how much I'll support it going forward. People can reference (or have their agents reference) the full/parent nanochat repository that has wider platform support and shows the various solutions (e.g. a Flash Attention 3 kernels fallback implementation, generic device support, autodetection, etc.), feel free to create forks or discussions for other platforms and I'm happy to link to them here in the README in some new notable forks section or etc.
The Singapore government has embraced such organised chaos.
。新收录的资料是该领域的重要参考
print(f"Completed! Processed {len(self.seen_urls)} pages")，更多细节参见新收录的资料
После начала операции США и Израиля против Ирана стоимость природного газа по индексу крупнейшего в Европе хаба TTF в Нидерландах резко пошла вверх. Так, в начале торгов фьючерсы поднимались в цене почти на 28 процентов. Зафиксированный скачок оказался самым сильным с августа 2023 года.
"If this was a trial on whether I've made stupid tweets, I'd say I'm guilty," Musk said at one point.