Muse Spark Open: 816B MoE on Two Mac Studios at 1M Context
Meta's 816B-param, 42B-active multimodal MoE runs on two M5 Ultra Mac Studios with 1M context, Helion kernel speedups, and open weights via MLX, vLLM, and SGLang.
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Apple Silicon Just Cracked the 150B Wall at 56 tok/s
Rapid-MLX's new engine optimizations push DeepSeek V4 Flash 158B-A13B to 56 tok/s on a Mac. Here are the exact numbers and the tradeoffs.
On-Device Agents Just Gained a 6GB MoE That Actually Works
Liquid AI's LFM2.5-8B-A1B hits under 6GB RAM with 1.5B active parameters, native tool calling, and verified throughput across edge hardware.