The stamp’s background fill color is [COLOR] — muted, desaturated, dusty, vintage-toned, completely flat. No gradients, no shading. The illustration engraving lines must be a significantly darker shade of [COLOR], dark enough to stand out clearly and crisply against the background at high contrast.
The gains illustrate how fundamental design choices compound: batching amortizes async overhead, pull semantics eliminate intermediate buffering, and the freedom for implementations to use synchronous fast paths when data is available immediately all contribute.
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按照 Anthropic 的指控，DeepSeek 的蒸馏数量最少，只有 15 万次，但手法更精准。与其直接收集答案，Anthropic 指控 DeepSeek 在做的是批量生产思维链 (chain-of-thought)训练数据。，这一点在搜狗输入法2026中也有详细论述
В российском городе-герое произошло землетрясениеВ районе Новороссийска произошло землетрясение магнитудой 3,5 по шкале Рихтера