{ "when": "2026-10-07T16:47:19+0200", "model": "/root/work/models/SmallThinker-4B-A0.6B-Instruct.Q4_K.gguf", "model_size_mib": 2508, "prompt": "Hello, who are you?", "n_tokens": 32, "ctx": 1024, "threads": 8, "runs": { "baseline": { "env": { "ST_PAGER": "0" }, "rc": 0, "seconds": 9.06, "peak": { "total_rss_gb": 2.5648, "anon_rss_gb": 0.1033, "file_rss_gb": 2.559, "peak_swap_gb": 0.0, "hwm_rss_gb": 2.5648 }, "decode": { "total_rss_gb": 2.5648, "note": "prefill 後的峰值;prefill 會摸遍全部 expert,所以 peak 不代表 decode" }, "rss_timeline_mib": [ [ 0.0, 0.8 ], [ 0.205, 76.1 ], [ 0.41, 74.4 ], [ 0.619, 124.9 ], [ 0.825, 195.9 ], [ 1.032, 263.6 ], [ 1.239, 333.7 ], [ 1.454, 402.4 ], [ 1.664, 473.7 ], [ 1.873, 544.7 ], [ 2.088, 616.2 ], [ 2.299, 688.0 ], [ 2.511, 759.8 ], [ 2.724, 830.6 ], [ 2.938, 902.1 ], [ 3.152, 974.8 ], [ 3.366, 1045.4 ], [ 3.582, 1116.1 ], [ 3.803, 1190.9 ], [ 4.026, 1265.4 ], [ 4.245, 1338.0 ], [ 4.465, 1411.0 ], [ 4.686, 1485.0 ], [ 4.909, 1560.5 ], [ 5.135, 1634.3 ], [ 5.358, 1709.6 ], [ 5.581, 1784.6 ], [ 5.811, 1859.6 ], [ 6.047, 1937.9 ], [ 6.277, 2014.4 ], [ 6.506, 2090.7 ], [ 6.734, 2166.2 ], [ 6.964, 2243.7 ], [ 7.196, 2320.7 ], [ 7.433, 2399.8 ], [ 7.67, 2477.3 ], [ 7.907, 2556.6 ], [ 8.148, 2620.6 ], [ 8.385, 2626.3 ], [ 8.634, 2626.3 ], [ 8.901, 2626.3 ] ], "io_delta": {}, "timing_line": "[ Prompt: 178.7 t/s | Generation: 55.4 t/s ]", "output": "Hello! 😊 I'm DeepSeek-R1, your friendly AI assistant. I'm here to help with all kinds of questions, learning, and creative tasks", "output_matches_baseline": true, "swap_zero": true, "rc_ok": true }, "budget1024mb": { "env": { "ST_PAGER": "1", "ST_RAM_BUDGET_MB": "1024", "ST_RESERVE_MB": "200" }, "rc": 0, "seconds": 7.85, "peak": { "total_rss_gb": 1.3009, "anon_rss_gb": 0.103, "file_rss_gb": 1.2995, "peak_swap_gb": 0.0, "hwm_rss_gb": 1.3009 }, "decode": { "total_rss_gb": 1.3009, "note": "prefill 後的峰值;prefill 會摸遍全部 expert,所以 peak 不代表 decode" }, "rss_timeline_mib": [ [ 0.0, 0.5 ], [ 0.205, 72.8 ], [ 0.409, 71.1 ], [ 0.613, 115.4 ], [ 0.822, 172.7 ], [ 1.043, 229.1 ], [ 1.257, 289.1 ], [ 1.471, 348.1 ], [ 1.685, 405.3 ], [ 1.902, 465.1 ], [ 2.122, 557.5 ], [ 2.345, 688.3 ], [ 2.576, 742.5 ], [ 2.811, 825.9 ], [ 3.057, 912.6 ], [ 3.3, 996.3 ], [ 3.547, 1089.1 ], [ 3.797, 1180.5 ], [ 4.064, 1194.8 ], [ 4.315, 1209.3 ], [ 4.574, 1236.3 ], [ 4.83, 1246.3 ], [ 5.082, 1253.1 ], [ 5.338, 1213.9 ], [ 5.628, 1224.6 ], [ 5.887, 1226.6 ], [ 6.15, 1220.7 ], [ 6.413, 1252.2 ], [ 6.678, 1297.8 ], [ 6.942, 1322.2 ], [ 7.205, 1320.0 ], [ 7.474, 1320.2 ], [ 7.738, 1324.9 ] ], "io_delta": {}, "timing_line": "[ Prompt: 7.8 t/s | Generation: 22.9 t/s ]", "output": "Hello! 😊 I'm DeepSeek-R1, your friendly AI assistant. I'm here to help with all kinds of questions, learning, and creative tasks", "pager": { "routing_calls": 8448, "expert_touches": 64544, "hits": 37015, "misses": 2273, "evictions": 2894, "evicted_bytes": 6197382144, "sweeps": 864, "resident_bytes": 863972352, "budget_bytes": 864026624, "hit_rate": 0.5735, "proc_self_read_bytes": 2429124608, "proc_self_rchar": 11947223 }, "output_matches_baseline": true, "swap_zero": true, "rc_ok": true, "rss_vs_baseline": -1.2639, "decode_rss_vs_baseline": -1.2639, "decode_rss_lower_than_baseline": true, "rss_lower_than_baseline": true, "ssd_reads_mib": 2316.6, "cold_weights_really_read_from_ssd": true, "pager_hit_rate": 0.5735, "pager_evictions": 2894, "pager_misses": 2273, "pager_resident_mib": 823.9, "pager_budget_mib": 824.0 }, "budget512mb": { "env": { "ST_PAGER": "1", "ST_RAM_BUDGET_MB": "512", "ST_RESERVE_MB": "200" }, "rc": 0, "seconds": 7.67, "peak": { "total_rss_gb": 0.8327, "anon_rss_gb": 0.103, "file_rss_gb": 0.8363, "peak_swap_gb": 0.0, "hwm_rss_gb": 0.8327 }, "decode": { "total_rss_gb": 0.8327, "note": "prefill 後的峰值;prefill 會摸遍全部 expert,所以 peak 不代表 decode" }, "rss_timeline_mib": [ [ 0.0, 0.9 ], [ 0.206, 75.8 ], [ 0.413, 72.4 ], [ 0.62, 136.1 ], [ 0.828, 193.1 ], [ 1.041, 253.0 ], [ 1.257, 312.0 ], [ 1.472, 375.3 ], [ 1.687, 436.7 ], [ 1.904, 507.1 ], [ 2.127, 638.1 ], [ 2.352, 726.1 ], [ 2.576, 699.4 ], [ 2.803, 739.9 ], [ 3.041, 727.5 ], [ 3.263, 714.7 ], [ 3.487, 703.7 ], [ 3.71, 744.8 ], [ 3.941, 726.0 ], [ 4.161, 725.3 ], [ 4.383, 733.5 ], [ 4.606, 733.0 ], [ 4.827, 736.0 ], [ 5.048, 725.0 ], [ 5.271, 719.1 ], [ 5.494, 717.1 ], [ 5.722, 694.0 ], [ 5.945, 736.3 ], [ 6.18, 761.5 ], [ 6.422, 815.8 ], [ 6.663, 836.8 ], [ 6.93, 840.2 ], [ 7.184, 844.3 ], [ 7.443, 852.4 ] ], "io_delta": {}, "timing_line": "[ Prompt: 7.9 t/s | Generation: 21.6 t/s ]", "output": "Hello! 😊 I'm DeepSeek-R1, your friendly AI assistant. I'm here to help with all kinds of questions, learning, and creative tasks", "pager": { "routing_calls": 8448, "expert_touches": 64544, "hits": 35587, "misses": 3701, "evictions": 4572, "evicted_bytes": 9822062592, "sweeps": 1046, "resident_bytes": 327075840, "budget_bytes": 327155712, "hit_rate": 0.5514, "proc_self_read_bytes": 2428149760, "proc_self_rchar": 11947223 }, "output_matches_baseline": true, "swap_zero": true, "rc_ok": true, "rss_vs_baseline": -1.7321, "decode_rss_vs_baseline": -1.7321, "decode_rss_lower_than_baseline": true, "rss_lower_than_baseline": true, "ssd_reads_mib": 2315.7, "cold_weights_really_read_from_ssd": true, "pager_hit_rate": 0.5514, "pager_evictions": 4572, "pager_misses": 3701, "pager_resident_mib": 311.9, "pager_budget_mib": 312.0 }, "budget256mb": { "env": { "ST_PAGER": "1", "ST_RAM_BUDGET_MB": "256", "ST_RESERVE_MB": "200" }, "rc": 0, "seconds": 7.88, "peak": { "total_rss_gb": 0.5956, "anon_rss_gb": 0.1029, "file_rss_gb": 0.5922, "peak_swap_gb": 0.0, "hwm_rss_gb": 0.5956 }, "decode": { "total_rss_gb": 0.5956, "note": "prefill 後的峰值;prefill 會摸遍全部 expert,所以 peak 不代表 decode" }, "rss_timeline_mib": [ [ 0.0, 0.4 ], [ 0.207, 72.9 ], [ 0.413, 71.1 ], [ 0.624, 128.7 ], [ 0.835, 189.3 ], [ 1.047, 212.1 ], [ 1.259, 228.5 ], [ 1.474, 246.9 ], [ 1.69, 267.0 ], [ 1.907, 291.7 ], [ 2.128, 388.4 ], [ 2.352, 482.7 ], [ 2.577, 490.7 ], [ 2.802, 467.5 ], [ 3.024, 448.6 ], [ 3.25, 437.3 ], [ 3.489, 482.6 ], [ 3.719, 491.9 ], [ 3.952, 489.6 ], [ 4.184, 481.9 ], [ 4.417, 451.6 ], [ 4.652, 458.8 ], [ 4.887, 455.6 ], [ 5.122, 453.0 ], [ 5.36, 450.3 ], [ 5.6, 459.5 ], [ 5.834, 447.4 ], [ 6.068, 496.0 ], [ 6.301, 517.2 ], [ 6.543, 560.1 ], [ 6.785, 580.2 ], [ 7.024, 593.8 ], [ 7.263, 593.4 ], [ 7.504, 603.1 ], [ 7.743, 606.7 ] ], "io_delta": {}, "timing_line": "[ Prompt: 8.1 t/s | Generation: 19.7 t/s ]", "output": "Hello! 😊 I'm DeepSeek-R1, your friendly AI assistant. I'm here to help with all kinds of questions, learning, and creative tasks", "pager": { "routing_calls": 8448, "expert_touches": 64544, "hits": 34660, "misses": 4628, "evictions": 5625, "evicted_bytes": 12070591488, "sweeps": 1280, "resident_bytes": 57701376, "budget_bytes": 58720256, "hit_rate": 0.537, "proc_self_read_bytes": 2433163264, "proc_self_rchar": 11947223 }, "output_matches_baseline": true, "swap_zero": true, "rc_ok": true, "rss_vs_baseline": -1.9692, "decode_rss_vs_baseline": -1.9692, "decode_rss_lower_than_baseline": true, "rss_lower_than_baseline": true, "ssd_reads_mib": 2320.4, "cold_weights_really_read_from_ssd": true, "pager_hit_rate": 0.537, "pager_evictions": 5625, "pager_misses": 4628, "pager_resident_mib": 55.0, "pager_budget_mib": 56.0 }, "budget128mb": { "env": { "ST_PAGER": "1", "ST_RAM_BUDGET_MB": "128", "ST_RESERVE_MB": "200" }, "rc": 0, "seconds": 8.13, "peak": { "total_rss_gb": 0.6614, "anon_rss_gb": 0.103, "file_rss_gb": 0.657, "peak_swap_gb": 0.0, "hwm_rss_gb": 0.6614 }, "decode": { "total_rss_gb": 0.6614, "note": "prefill 後的峰值;prefill 會摸遍全部 expert,所以 peak 不代表 decode" }, "rss_timeline_mib": [ [ 0.0, 0.4 ], [ 0.207, 65.7 ], [ 0.415, 71.2 ], [ 0.624, 76.7 ], [ 0.834, 137.4 ], [ 1.048, 194.3 ], [ 1.264, 251.2 ], [ 1.482, 300.9 ], [ 1.703, 322.4 ], [ 1.928, 340.0 ], [ 2.151, 363.3 ], [ 2.383, 508.0 ], [ 2.619, 553.7 ], [ 2.857, 519.9 ], [ 3.112, 507.3 ], [ 3.361, 553.1 ], [ 3.608, 541.7 ], [ 3.856, 547.3 ], [ 4.107, 542.7 ], [ 4.358, 544.0 ], [ 4.599, 548.5 ], [ 4.839, 562.8 ], [ 5.082, 518.0 ], [ 5.32, 519.3 ], [ 5.556, 529.6 ], [ 5.794, 524.4 ], [ 6.033, 521.3 ], [ 6.271, 564.9 ], [ 6.509, 547.8 ], [ 6.746, 623.4 ], [ 6.992, 643.7 ], [ 7.234, 656.7 ], [ 7.475, 667.5 ], [ 7.716, 670.3 ], [ 7.955, 675.6 ] ], "io_delta": {}, "timing_line": "[ Prompt: 7.9 t/s | Generation: 20.9 t/s ]", "output": "Hello! 😊 I'm DeepSeek-R1, your friendly AI assistant. I'm here to help with all kinds of questions, learning, and creative tasks", "pager": { "routing_calls": 8448, "expert_touches": 64544, "hits": 34952, "misses": 4336, "evictions": 5298, "evicted_bytes": 11377677312, "sweeps": 1054, "resident_bytes": 132240384, "budget_bytes": 134217728, "hit_rate": 0.5415, "proc_self_read_bytes": 2429915136, "proc_self_rchar": 11947223 }, "output_matches_baseline": true, "swap_zero": true, "rc_ok": true, "rss_vs_baseline": -1.9034, "decode_rss_vs_baseline": -1.9034, "decode_rss_lower_than_baseline": true, "rss_lower_than_baseline": true, "ssd_reads_mib": 2317.3, "cold_weights_really_read_from_ssd": true, "pager_hit_rate": 0.5415, "pager_evictions": 5298, "pager_misses": 4336, "pager_resident_mib": 126.1, "pager_budget_mib": 128.0 } }, "all_passed": true }