Unverified50% confidenceTradeoffExact time
Re-rendering Markdown on every token causes long responses to become progressively slower; Markdown should be rendered all at once when the done event is received, or at most once every approximately 100 milliseconds.
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
Unverifiedv0.0.90 only writes entities that have changed and merges writes in batches, packaging them into a single transaction approximately every 300 milliseconds.71% similarUnverifiedFor a 90-minute production session, only forty or fifty frames were ultimately sent for analysis rather than hundreds, because still, motionless frames were filtered out in advance.71% similarUnverified流式推理将输入切分为时间帧（通常20-80毫秒一帧），模型对持续到来的每一帧持续更新内部状态并输出增量结果70% similarUnverified最终完整渲染耗时约 70 分钟，平均每 15 秒的片段需要约 10 分钟68% similarUnverifiedWith all three optimizations stacked, generation speed stabilizes at 9 to 10 tokens per second, but time-to-first-token for a 10,000-character long document still requires approximately 329 seconds.68% similar
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