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Lambert 指出了一个根本矛盾:美国的学术界和开源模型开发者也在做蒸馏行为,但包括 Anthropic 在内的大厂并没有对它们做出实质性的打击。如果仅因为对方是中国公司,未免地缘的意味太重了。
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We can see that the threshold map distributes perturbations more optimally than purely random noise, resulting in a clearer and more detailed final image. The algorithm itself is extremely simple and trivially parallelisable, requiring only a few operations per pixel.
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Steven Frank, the co-founder of Panic, wrote this in 1999, with similar themes: