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Guidance в диффузии нужен только в середине сэмплирования! (by NVIDIA)
Всё это время мы генерировали картинки диффузией неправильно — оказывается, classifier-free guidance вредит диффузионному процессу в его начале и конце. А если включать guidance только на середине — то генерация станет не только разнообразнее, но и качественнее: для модели EDM2-XXL это уменьшает FID с 1.81 to 1.40!
Самое главное — эта модификация совместима со всеми диффузионными моделями.
Guidance в диффузии нужен только в середине сэмплирования! (by NVIDIA)
Всё это время мы генерировали картинки диффузией неправильно — оказывается, classifier-free guidance вредит диффузионному процессу в его начале и конце. А если включать guidance только на середине — то генерация станет не только разнообразнее, но и качественнее: для модели EDM2-XXL это уменьшает FID с 1.81 to 1.40!
Самое главное — эта модификация совместима со всеми диффузионными моделями.
This provided opportunity to their linked entities to offload their shares at higher prices and make significant profits at the cost of unsuspecting retail investors. The company maintains that it cannot act against individual or group chats, which are “private amongst their participants,” but it will respond to requests in relation to sticker sets, channels and bots which are publicly available. During the invasion of Ukraine, Pavel Durov has wrestled with this issue a lot more prominently than he has before. Channels like Donbass Insider and Bellum Acta, as reported by Foreign Policy, started pumping out pro-Russian propaganda as the invasion began. So much so that the Ukrainian National Security and Defense Council issued a statement labeling which accounts are Russian-backed. Ukrainian officials, in potential violation of the Geneva Convention, have shared imagery of dead and captured Russian soldiers on the platform. If you initiate a Secret Chat, however, then these communications are end-to-end encrypted and are tied to the device you are using. That means it’s less convenient to access them across multiple platforms, but you are at far less risk of snooping. Back in the day, Secret Chats received some praise from the EFF, but the fact that its standard system isn’t as secure earned it some criticism. If you’re looking for something that is considered more reliable by privacy advocates, then Signal is the EFF’s preferred platform, although that too is not without some caveats. Lastly, the web previews of t.me links have been given a new look, adding chat backgrounds and design elements from the fully-features Telegram Web client. To that end, when files are actively downloading, a new icon now appears in the Search bar that users can tap to view and manage downloads, pause and resume all downloads or just individual items, and select one to increase its priority or view it in a chat.
from nl
