COLLECTION / RECIPES

Recipes

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

2,251 records

Apple M4 Pro 48GB1 × 48 GBgemma-4-12b-coder-fable5-composer2.5-v18bitmlxreference64.1Kcontext17.3 tok/smeasuredcandidate mlx evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-12b-q4kmQ4_K_Mllama.cppreference255.9Kcontext26.8 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-26B-A4B8bitmlxreference255.9Kcontext41.7 tok/smeasuredcandidate mlx evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-26B-A4B-itMLX-4bitmlxreference2.1Kcontext65.3 tok/smeasuredcandidate mlx evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-26B-A4B-it4bitmlxreference255.9Kcontext59.8 tok/smeasuredcandidate mlx evidence measured

Apple M4 Pro 48GB1 × 48 GBGemma-4-31B-itQ4_K_Mllama.cppreference255.9Kcontext11.2 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBGemma-4-31B-it4bitmlxreference120.1Kcontext12.1 tok/smeasuredcandidate mlx evidence measured

Apple M4 Pro 48GB1 × 48 GBGemma-4-31B-it8bitmlxreference68.1Kcontext6.7 tok/smeasuredcandidate mlx evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-e2b-itQ8_K_XLllama.cppreference127.9Kcontext66.4 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-e2b-itUD-Q4_K_XLllama.cppreference127.9Kcontext85.1 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-e2b-itUD-Q8_K_XLllama.cppreference127.9Kcontext66.4 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-e2b-itUD-Q4_K_XLllama.cppreference127.9Kcontext66.3 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-e2b-it4bitmlxreference124.1Kcontext97.9 tok/smeasuredcandidate mlx evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-e2b-it8bitmlxreference127.9Kcontext68.9 tok/smeasuredcandidate mlx evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-e4b-itQ4_K_Mllama.cppreference127.9Kcontext54.7 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-e4b-itUD-Q8_K_XLllama.cppreference127.9Kcontext36.6 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-e4b-itQ4_K_Mllama.cppreference127.9Kcontext36.6 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBgemma-4-e4b-it8bitmlxreference124.1Kcontext37.9 tok/smeasuredcandidate mlx evidence measured

Apple M4 Pro 48GB1 × 48 GBgpt-oss-20bmxfp4-q8mlxreference127.9Kcontext64 tok/smeasuredcandidate mlx evidence measured

Apple M4 Pro 48GB1 × 48 GBHcompany/Holo-3.1-35B-A3B-GGUF/q4_k_m.ggufQ4_K_Mllama.cppreference255.9Kcontext57.1 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBholo-3.1-35b-a3bunknownllama.cppreference255.9Kcontext57.1 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBlaguna-xs-2.1Q4_K_Mllama.cppreference215.9Kcontext76.1 tok/smeasuredcandidate llama.cpp evidence measured

Apple M4 Pro 48GB1 × 48 GBlaguna-xs-2.1-q4kmQ4_K_Mllama.cppreference160.2Kcontext71 tok/smeasuredcandidate llama.cpp evidence measured