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VKAE: VIDRAFT's Inference Engine Hits 23 GPU Speedup and ~10K Tokens/sec on a Single Nvidia B200

VKAE: VIDRAFT's Inference Engine Hits 23× GPU Speedup and ~10K Tokens/sec on a Single Nvidia B200 TL;DR: VIDRAFT, a Korean Pre-AGI AI startup, has d…

llminferencegpuaccelerationvkaenvidiab200
Dev.to Aug 7, 2026, 11:00 UTC
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Qwen 3.6 enable_thinking — The MoE Pitfall That Broke My Agent JSON Parsing

Qwen 3.6 enable_thinking — The MoE Pitfall That Broke My Agent JSON Parsing I lost two hours last week to a Qwen 3.6 quirk that doesn't show up in a…

qwenmlxlocalaillminference
Dev.to May 18, 2026, 13:21 UTC
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Multiple Independent Questions: Batch Into One Request or Split Into Many? — An Analysis of LLM Concurrent Processing

When you have 5 unrelated questions, should you pack them into one message to the LLM, or send 5 requests simultaneously? Which is faster? The Short…

llminferenceautoregressivegenerationparallelrequestscontinuousbatching
Dev.to May 3, 2026, 00:19 UTC

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