COLLECTION / RECIPES

Recipes

One artifact × hardware × engine unit. Validated rows are launch-safe; measured speed sweeps attach to each recipe as evidence.

28 records

Apple M3 Ultra 96GB1 × 96 GBHuihui-Qwen3.8-27B-abliteratedMLX-8bitmlxreferenceUnknown contextcontext38.3 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBDeepSeek-V4-FlashIQ2XXSmlxreferenceUnknown contextcontext33 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBgemma-3-4b-ptQ4_K_Mllama.cppreference8Kcontext127.2 tok/smeasuredcandidate llama.cpp evidence measured

Apple M3 Ultra 512GB1 × 512 GBgemma-4-26B-A4BINT4mlxreference2Kcontext98.9 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBgemma-4-26B-A4B-it4bitmlxreferenceUnknown contextcontext96.7 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBGLM-5.22.56bpw-mixedmlxreferenceUnknown contextcontext20.5 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBGLM-5.23.5bpw-mixedmlxreferenceUnknown contextcontext18.5 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBGLM-5.2mixed-3_6bitmlxreferenceUnknown contextcontext14.8 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBGLM-5.2MLX-2.32bpw-dynamicmlxreferenceUnknown contextcontext19.8 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBGLM-5.2MLX-2.56bpw-dynamicmlxreferenceUnknown contextcontext19.7 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBMiniMax-M33bitmlxreferenceUnknown contextcontext21.2 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBMistral-Small-3.1-24B-Base-2503Q4_K_Mllama.cppreference8Kcontext39.6 tok/smeasuredcandidate llama.cpp evidence measured

Apple M3 Ultra 512GB1 × 512 GBMistral-Small-3.1-24B-Instruct-2503Q4_K_Mllama.cppreference8Kcontext39.4 tok/smeasuredcandidate llama.cpp evidence measured

Apple M3 Ultra 512GB1 × 512 GBNemotron-Cascade-2-30B-A3BQ4_K_Mllama.cppreference8Kcontext95.4 tok/smeasuredcandidate llama.cpp evidence measured

Apple M3 Ultra 512GB1 × 512 GBNemotron-Cascade-2-30B-A3B4bitmlxreferenceUnknown contextcontext140.8 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBOrnith-1.0-9BQ4_K_Mllama.cppreference8Kcontext77.5 tok/smeasuredcandidate llama.cpp evidence measured

Apple M3 Ultra 512GB1 × 512 GBOrnith-1.0-35BQ4_K_Mllama.cppreference8Kcontext89.1 tok/smeasuredcandidate llama.cpp evidence measured

Apple M3 Ultra 512GB1 × 512 GBQwen3-1.7B-BaseQ4_K_Mllama.cppreference8Kcontext213 tok/smeasuredcandidate llama.cpp evidence measured

Apple M3 Ultra 512GB1 × 512 GBQwen3-8BQ4_K_Mllama.cppreference8Kcontext88.3 tok/smeasuredcandidate llama.cpp evidence measured

Apple M3 Ultra 512GB1 × 512 GBQwen3-30B-A3B-BaseQ4_K_Mllama.cppreference8Kcontext102 tok/smeasuredcandidate llama.cpp evidence measured

Apple M3 Ultra 512GB1 × 512 GBQwen3-235B-A22B-Thinking-2507INT4mlxreference2Kcontext17.5 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 512GB1 × 512 GBQwen3-Coder-30B-A3B-InstructQ4_K_Mllama.cppreference8Kcontext100 tok/smeasuredcandidate llama.cpp evidence measured

Apple M3 Ultra 512GB1 × 512 GBQwen3-Coder-NextQ5_K_XLllama.cppreference8Kcontext57.1 tok/smeasuredcandidate llama.cpp evidence measured

Apple M3 Ultra 512GB1 × 512 GBQwen3.6-27BQ4_K_Mllama.cppreference8Kcontext27.5 tok/smeasuredcandidate llama.cpp evidence measured