KireiStudios says its inference engine now reaches 1,885 tokens a second in exact 8K prefill for Qwen3.8-Flash-Next on one Strix Halo node, and 1,165 tokens a second for DeepSeek V4.1 Flash across two nodes linked over USB4. In a follow-up they warn that m...
VQV Signal
OPEN SOURCE
WATCH
TECHNICAL
Fast local inference on AMD Strix Halo, and the speed-versus-quality trap
KireiStudios says its inference engine now reaches 1,885 tokens a second in exact 8K prefill for Qwen3.8-Flash-Next on one Strix Halo node, and 1,165 tokens a second for DeepSeek V4.1 Flash across two nodes linked over USB4. In a follow-up they warn that m...
KireiStudios says its inference engine now reaches 1,885 tokens a second in exact 8K prefill for Qwen3.8-Flash-Next on one Strix Halo node, and 1,165 tokens a second for DeepSeek V4.1 Flash across two nodes linked over USB4. In a follow-up they warn that many impressive inference numbers sacrifice model quality,...
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Signal Strength 87%
Technical label WATCH
Public Interest 38
Category OPEN SOURCE
Reader Depth TECHNICAL
Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.
Public Interest components
Recognizable Entity Score 51
Practical Impact Score 8
Novelty Interest Score 70
Consequence Score 18
Curiosity Score 16
Shareability Score 53
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