1,000 tok/s vs 85 tok/s visualized

This is awesome. Thanks Mia for this Was able... to run with the RTX 3090 use this .env config DRAFT=mtp CONTEXT_SIZE=262144 CACHE_QUANT=8,4 GPU_MEM_GB=22 262K context: - Run 1: 65.98 tok/s - Run 2: 63.23 tok/s - Run 3: 64.41 tok/s Average: ~64.5 tok/s.show more

Day-0 Qwen3.8-27B vs Qwen3.6-27B: the voxel pagoda test. Same... prompt, one attempt each, single DGX Spark, both NVFP4. 3.8: 75,291 tok · 52m 56s · 23.7 tok/s (vLLM, native MTP) 3.6: 12,117 tok · 5m 13s · 38.8 tok/s (llama.cpp, DFlash K10) 3.8 thought for 160K characters before writing a line of code.show more

10x speedup: OpenAI's privacy-filter on MLX vs CPU, side... by side in your browser. 1,818 tok/s vs 179 tok/s. Real-time PII redaction across English, German, French. On-device. No cloud. Privacy-first. Which model should we port next?show more

NVIDIA just dropped Nemotron-3-Nano:4b — a tiny 2.8GB model.... Guess whose hardware runs it the fastest? - RTX 4090: 226 tok/s - RTX 3090: 187 tok/s - Mac Studio M2 Ultra: 86 tok/s - Mac Mini M4: 25 tok/s Home court advantage is real. Also trying a new layout with live performance charts. Lmk what you think!show more

RadixArkのQwen3.8-Flash-Next-NVFP4 つかってFreeTokenをcodexで改造してやっと良きスピード出た Activeが小さいからそれなりに速度出た RAM DDR5 8ch GPU - RTX5090... x1 Prefill 277.5 tok/s Decode 59.13 tok/s - RTX5090 x2 Prefill 619.5 tok/s Decode 83.14 tok/sshow more

Ornith-1.0 35B - MLX Device - 128gb m5 max... mbp Harness - PocketAI Hub 4 bit - 11,504 tokens, 95.98 tok/s, 21.20 GB peak RAM 8 bit - 13,128 tokens, 64.96 tok/s, 38.92 GB peak RAM BF16 - 12,491 tokens, 47.72 tok/s, 70.59 GB peak RAM prompt and link to model belowshow more

no one is ready for GPT-5.6 on Cerebras at... 750 tok/sshow more

Making a bop folder on tik tok dm if... interested (『S』 will be included)show more

Laguna XS 2.1 just matched Qwen 3.6 35B on... a real coding task & ran twice as fast. > Same RTX 3090 > Laguna: 158 tok/s. Qwen: 81 tok/s The local model race isn't about size anymore. It's about who moves faster.show more

Two models. One DGX Spark One identical voxel Eiffel... Tower prompt. Qwen3.8-27B xhigh: 83K tokens, 41m29s, 33.4 tok/s Ornith 1.5 35B-A3B: 47K tokens, 10m35s, 74.0 tok/s Thinking on, no token ceiling, matched camera. Ornith finished much faster; Qwen spent far more tokens.show more

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MiniMax M2.5 casually responding at ~50 tok/s with MLX... (M3 Ultra). The model was released one hour ago 🥳show more

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❄️🐰’s on Tik Tok are going viral after doing... this trend 🤭 Don’t let envious Ethan see this 😭👑show more

The original Tik Tok challenge Vs The version of... black womenshow more

100 tok/s on GLM-5.3-Flash, GLM-5.3 runs on the 6000s... @ 80-180 tok/s I have not tried the Studio, I’m sure it’s an amazing machine especially if you are in the Mac world already. From a pure logistics POV the sparks use little power, make less noise, serve good model & tokensshow more

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Tok..tok... ada orang? 👀

llama 3 70b beamed to my phone from my... M1 Max ~7.6 tok/s with mlx. your own little gpt-4 at homeshow more