Fioravanti posted results for a "Prefill Accelerator" setup using an M3 Ultra (512GB) with an M5 Max (128GB) on a 64K-token prompt. He reports DeepSeek V4.1 Flash going from 1,060 to 3,123 tokens/s and Qwen3.8 Flash-Next from 1,309 to 3,666, with...
VQV Signal
OPEN SOURCE
WATCH
TECHNICAL
Ivan Fioravanti reports pairing two Macs roughly triples local prefill speed (unverified)
Fioravanti posted results for a "Prefill Accelerator" setup using an M3 Ultra (512GB) with an M5 Max (128GB) on a 64K-token prompt. He reports DeepSeek V4.1 Flash going from 1,060 to 3,123 tokens/s and Qwen3.8 Flash-Next from 1,309 to 3,666, with...
Fioravanti posted results for a "Prefill Accelerator" setup using an M3 Ultra (512GB) with an M5 Max (128GB) on a 64K-token prompt. He reports DeepSeek V4.1 Flash going from 1,060 to 3,123 tokens/s and Qwen3.8 Flash-Next from 1,309 to 3,666, with smaller gains for MiniMax M3.1. He was quoting a @jundotkim post we...
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Signal Strength 90%
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
Topics
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