{ "title": "MiniCPM5 v4 MLX held-out domain speed", "date": "2026-10-04", "method": "53 disjoint prompts; one timed run after one warmup per prompt; median of request-level generated tokens/s; max 128 tokens; 4-bit draft; cap 3", "caveat": "Official/target/DFlash2 and the other trained arms were measured in separate sequential sessions. Domains other than PerfectBlend have only six prompts. Do not infer a robust cross-model ranking or A100 throughput.", "source_sha256": { "mlx-v4-all53.json": "2fe494dc7e7630d7b61d6f074c3dd22240c52bea7c60e14511d40e2a307db508", "mlx-v4-family53.json": "ee1a78509a844c44be9eded2532736021022282899fe9d566ac85b3ee45af89d" }, "rows": [ { "domain": "perfectblend-dedup", "model": "target", "requests": 35, "median_tokens_per_second": 50.763893030928415, "min_tokens_per_second": 47.4658638379994, "max_tokens_per_second": 52.26729711445328, "median_acceptance_length": 1.0, "exact_official_count": 11 }, { "domain": "perfectblend-dedup", "model": "official-dspark", "requests": 35, "median_tokens_per_second": 107.83444136262395, "min_tokens_per_second": 79.41535534491045, "max_tokens_per_second": 134.68549070923316, "median_acceptance_length": 3.0476190476190474, "exact_official_count": 35 }, { "domain": "perfectblend-dedup", "model": "dspark", "requests": 35, "median_tokens_per_second": 118.28555137184743, "min_tokens_per_second": 81.07532515700228, 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