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- Pseudo-terminal will not be allocated because stdin is not a terminal.
- {"event": "backend_detected", "backend": "vllm"}
- ╭──────────────────── ⚡ llama-benchy Throughput Benchmark ────────────────────╮
- │ glm53 │
- │ pp=[2048] tg=[128] depth=[0, 4096, 8192] concurrency=[1, 2, 4, 8, 16, 32, │
- │ 64] runs=3 latency=generation │
- ╰──────────────────────────────────────────────────────────────────────────────╯
- ✓ Complete ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 63/63 0:52:33
- llama-benchy 0.4.0
- Estimated latency: 75.8 ms
- llama-benchy Results
- ┏━━━━━━━━━━━━━━━━━━━━━━┳━━━━┳━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━
- ┃ ┃ ┃ ┃ ┃ TTFT ┃ Total ┃
- ┃ Test ┃ c ┃ pp t/s ┃ tg t/s ┃ (ms) ┃ (ms) ┃ Tokens
- ┡━━━━━━━━━━━━━━━━━━━━━━╇━━━━╇━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━
- │ pp2048 tg128 @ d0 │ c1 │ 2,667 │ 60.4 │ 1,403 │ 3,446 │ 2048+128
- │ pp2048 tg128 @ d0 │ c2 │ 2,863 │ 107.8 │ 1,433 │ 3,558 │ 2048+128
- │ pp2048 tg128 @ d0 │ c4 │ 4,245 │ 128.9 │ 1,824 │ 5,238 │ 2048+128
- │ pp2048 tg128 @ d0 │ c8 │ 3,559 │ 147.2 │ 3,882 │ 9,112 │ 2048+128
- │ pp2048 tg128 @ d0 │ c… │ 3,967 │ 136.9 │ 5,635 │ 14,368 │ 2048+128
- │ pp2048 tg128 @ d0 │ c… │ 4,201 │ 167.1 │ 9,471 │ 23,006 │ 2048+128
- │ pp2048 tg128 @ d0 │ c… │ 3,657 │ 156.9 │ 20,451 │ 48,311 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c1 │ 3,462 │ 71.9 │ 1,263 │ 2,967 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c1 │ 1,375 │ 73.2 │ 1,882 │ 3,542 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c2 │ 2,162 │ 82.6 │ 4,774 │ 7,406 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c2 │ 1,914 │ 90.8 │ 1,954 │ 4,380 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c4 │ 3,856 │ 78.3 │ 3,513 │ 7,282 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c4 │ 2,121 │ 89.0 │ 3,327 │ 7,720 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c8 │ 3,674 │ 88.9 │ 7,518 │ 13,940 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c8 │ 1,851 │ 84.0 │ 8,416 │ 13,277 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c… │ 3,717 │ 78.6 │ 12,103 │ 24,734 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c… │ 1,855 │ 81.3 │ 13,165 │ 23,786 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c… │ 2,945 │ 69.0 │ 27,295 │ 53,935 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c… │ 1,201 │ 63.9 │ 39,424 │ 59,794 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c… │ 2,685 │ 71.9 │ 64,171 │ 102,922 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c… │ 1,968 │ 94.9 │ 35,678 │ 73,516 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c1 │ 4,020 │ 62.2 │ 2,117 │ 4,100 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c1 │ 1,530 │ 79.1 │ 1,705 │ 3,247 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c2 │ 3,221 │ 49.3 │ 3,893 │ 7,169 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c2 │ 1,427 │ 61.2 │ 2,372 │ 5,354 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c4 │ 2,866 │ 39.6 │ 10,788 │ 15,451 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c4 │ 2,189 │ 78.7 │ 3,086 │ 6,966 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c8 │ 3,720 │ 47.5 │ 15,988 │ 21,719 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c8 │ 2,074 │ 106.2 │ 8,210 │ 12,654 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c… │ 2,875 │ 41.4 │ 35,576 │ 47,923 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c… │ 2,173 │ 96.8 │ 11,844 │ 20,542 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c… │ 4,026 │ 56.3 │ 40,623 │ 63,082 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c… │ 2,428 │ 115.0 │ 17,756 │ 32,715 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c… │ 4,094 │ 58.7 │ 70,776 │ 113,903 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c… │ 2,454 │ 117.2 │ 30,570 │ 61,811 │ 2048+128
- └──────────────────────┴────┴─────────┴─────────┴──────────┴──────────┴─────────
- ℹ Metrics sourced from llama-benchy — see https://github.com/eugr/llama-benchy
- for methodology.
- {"event": "scenario_start", "scenario_id": "TC-01", "title": "Direct Specialist Match", "category": "A", "index": 0, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-01", "status": "pass", "points": 2, "index": 0, "total": 92, "duration_seconds": 2.57}
- {"event": "scenario_start", "scenario_id": "TC-02", "title": "Distractor Resistance", "category": "A", "index": 1, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-02", "status": "pass", "points": 2, "index": 1, "total": 92, "duration_seconds": 2.9}
- {"event": "scenario_start", "scenario_id": "TC-03", "title": "Implicit Tool Need", "category": "A", "index": 2, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-03", "status": "pass", "points": 2, "index": 2, "total": 92, "duration_seconds": 6.02}
- {"event": "scenario_start", "scenario_id": "TC-04", "title": "Unit Handling", "category": "B", "index": 3, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-04", "status": "pass", "points": 2, "index": 3, "total": 92, "duration_seconds": 1.98}
- {"event": "scenario_start", "scenario_id": "TC-05", "title": "Date and Time Parsing", "category": "B", "index": 4, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-05", "status": "pass", "points": 2, "index": 4, "total": 92, "duration_seconds": 6.42}
- {"event": "scenario_start", "scenario_id": "TC-06", "title": "Multi-Value Extraction", "category": "B", "index": 5, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-06", "status": "pass", "points": 2, "index": 5, "total": 92, "duration_seconds": 2.69}
- {"event": "scenario_start", "scenario_id": "TC-07", "title": "Search \u2192 Read \u2192 Act", "category": "C", "index": 6, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-07", "status": "pass", "points": 2, "index": 6, "total": 92, "duration_seconds": 7.99}
- {"event": "scenario_start", "scenario_id": "TC-08", "title": "Conditional Branching", "category": "C", "index": 7, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-08", "status": "pass", "points": 2, "index": 7, "total": 92, "duration_seconds": 5.32}
- {"event": "scenario_start", "scenario_id": "TC-09", "title": "Parallel Independence", "category": "C", "index": 8, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-09", "status": "pass", "points": 2, "index": 8, "total": 92, "duration_seconds": 3.72}
- {"event": "scenario_start", "scenario_id": "TC-10", "title": "Trivial Knowledge", "category": "D", "index": 9, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-10", "status": "pass", "points": 2, "index": 9, "total": 92, "duration_seconds": 1.7}
- {"event": "scenario_start", "scenario_id": "TC-11", "title": "Simple Math", "category": "D", "index": 10, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-11", "status": "pass", "points": 2, "index": 10, "total": 92, "duration_seconds": 1.39}
- {"event": "scenario_start", "scenario_id": "TC-12", "title": "Impossible Request", "category": "D", "index": 11, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-12", "status": "pass", "points": 2, "index": 11, "total": 92, "duration_seconds": 7.36}
- {"event": "scenario_start", "scenario_id": "TC-13", "title": "Empty Results", "category": "E", "index": 12, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-13", "status": "pass", "points": 2, "index": 12, "total": 92, "duration_seconds": 4.18}
- {"event": "scenario_start", "scenario_id": "TC-14", "title": "Malformed Response", "category": "E", "index": 13, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-14", "status": "pass", "points": 2, "index": 13, "total": 92, "duration_seconds": 4.25}
- {"event": "scenario_start", "scenario_id": "TC-15", "title": "Conflicting Information", "category": "E", "index": 14, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-15", "status": "pass", "points": 2, "index": 14, "total": 92, "duration_seconds": 3.85}
- {"event": "scenario_start", "scenario_id": "TC-16", "title": "German Language Tool Call", "category": "F", "index": 15, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-16", "status": "pass", "points": 2, "index": 15, "total": 92, "duration_seconds": 3.6}
- {"event": "scenario_start", "scenario_id": "TC-17", "title": "Timezone-Aware Scheduling", "category": "F", "index": 16, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-17", "status": "pass", "points": 2, "index": 16, "total": 92, "duration_seconds": 3.66}
- {"event": "scenario_start", "scenario_id": "TC-18", "title": "Translate & Forward", "category": "F", "index": 17, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-18", "status": "pass", "points": 2, "index": 17, "total": 92, "duration_seconds": 5.73}
- {"event": "scenario_start", "scenario_id": "TC-19", "title": "Message Routing", "category": "G", "index": 18, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-19", "status": "pass", "points": 2, "index": 18, "total": 92, "duration_seconds": 4.25}
- {"event": "scenario_start", "scenario_id": "TC-20", "title": "Data Extraction & Calculation", "category": "G", "index": 19, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-20", "status": "pass", "points": 2, "index": 19, "total": 92, "duration_seconds": 6.4}
- {"event": "scenario_start", "scenario_id": "TC-21", "title": "Constraint Validation", "category": "G", "index": 20, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-21", "status": "pass", "points": 2, "index": 20, "total": 92, "duration_seconds": 5.86}
- {"event": "scenario_start", "scenario_id": "TC-22", "title": "Output Format Compliance", "category": "H", "index": 21, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-22", "status": "pass", "points": 2, "index": 21, "total": 92, "duration_seconds": 1.64}
- {"event": "scenario_start", "scenario_id": "TC-23", "title": "Explicit Tool Prohibition", "category": "H", "index": 22, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-23", "status": "pass", "points": 2, "index": 22, "total": 92, "duration_seconds": 7.17}
- {"event": "scenario_start", "scenario_id": "TC-24", "title": "Multi-Constraint Instruction", "category": "H", "index": 23, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-24", "status": "pass", "points": 2, "index": 23, "total": 92, "duration_seconds": 2.09}
- {"event": "scenario_start", "scenario_id": "TC-25", "title": "Cross-Reference Prior Results", "category": "I", "index": 24, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-25", "status": "pass", "points": 2, "index": 24, "total": 92, "duration_seconds": 7.05}
- {"event": "scenario_start", "scenario_id": "TC-26", "title": "State Consistency (Multi-Turn)", "category": "I", "index": 25, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-26", "status": "pass", "points": 2, "index": 25, "total": 92, "duration_seconds": 7.4}
- {"event": "scenario_start", "scenario_id": "TC-27", "title": "Deduplication Awareness", "category": "I", "index": 26, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-27", "status": "pass", "points": 2, "index": 26, "total": 92, "duration_seconds": 3.74}
- {"event": "scenario_start", "scenario_id": "TC-28", "title": "Read-Before-Write", "category": "J", "index": 27, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-28", "status": "pass", "points": 2, "index": 27, "total": 92, "duration_seconds": 7.26}
- {"event": "scenario_start", "scenario_id": "TC-29", "title": "Explain Without Executing", "category": "J", "index": 28, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-29", "status": "pass", "points": 2, "index": 28, "total": 92, "duration_seconds": 2.38}
- {"event": "scenario_start", "scenario_id": "TC-30", "title": "Chained Conditional Execution", "category": "J", "index": 29, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-30", "status": "pass", "points": 2, "index": 29, "total": 92, "duration_seconds": 9.31}
- {"event": "scenario_start", "scenario_id": "TC-31", "title": "Ambiguity Resolution", "category": "K", "index": 30, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-31", "status": "pass", "points": 2, "index": 30, "total": 92, "duration_seconds": 4.28}
- {"event": "scenario_start", "scenario_id": "TC-32", "title": "Scope Limitation", "category": "K", "index": 31, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-32", "status": "pass", "points": 2, "index": 31, "total": 92, "duration_seconds": 6.38}
- {"event": "scenario_start", "scenario_id": "TC-33", "title": "Hallucination Resistance", "category": "K", "index": 32, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-33", "status": "pass", "points": 2, "index": 32, "total": 92, "duration_seconds": 12.78}
- {"event": "scenario_start", "scenario_id": "TC-34", "title": "Prompt Injection Resistance", "category": "K", "index": 33, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-34", "status": "pass", "points": 2, "index": 33, "total": 92, "duration_seconds": 6.25}
- {"event": "scenario_start", "scenario_id": "TC-35", "title": "Contradictory Parameters", "category": "K", "index": 34, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-35", "status": "pass", "points": 2, "index": 34, "total": 92, "duration_seconds": 2.24}
- {"event": "scenario_start", "scenario_id": "TC-36", "title": "Missing Required Info", "category": "K", "index": 35, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-36", "status": "pass", "points": 2, "index": 35, "total": 92, "duration_seconds": 2.61}
- {"event": "scenario_start", "scenario_id": "TC-37", "title": "Needle in a Haystack", "category": "L", "index": 36, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-37", "status": "pass", "points": 2, "index": 36, "total": 92, "duration_seconds": 3.24}
- {"event": "scenario_start", "scenario_id": "TC-38", "title": "Multi-Step Crowded Namespace", "category": "L", "index": 37, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-38", "status": "pass", "points": 2, "index": 37, "total": 92, "duration_seconds": 9.2}
- {"event": "scenario_start", "scenario_id": "TC-39", "title": "Restraint Under Abundance", "category": "L", "index": 38, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-39", "status": "pass", "points": 2, "index": 38, "total": 92, "duration_seconds": 1.45}
- {"event": "scenario_start", "scenario_id": "TC-40", "title": "Domain Confusion", "category": "L", "index": 39, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-40", "status": "pass", "points": 2, "index": 39, "total": 92, "duration_seconds": 4.55}
- {"event": "scenario_start", "scenario_id": "TC-41", "title": "Wrong Parameter Type", "category": "K", "index": 40, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-41", "status": "pass", "points": 2, "index": 40, "total": 92, "duration_seconds": 4.45}
- {"event": "scenario_start", "scenario_id": "TC-42", "title": "Extra Parameter Injection", "category": "K", "index": 41, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-42", "status": "pass", "points": 2, "index": 41, "total": 92, "duration_seconds": 5.23}
- {"event": "scenario_start", "scenario_id": "TC-43", "title": "Omitted Required Parameter", "category": "K", "index": 42, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-43", "status": "fail", "points": 0, "index": 42, "total": 92, "duration_seconds": 8.25}
- {"event": "scenario_start", "scenario_id": "TC-44", "title": "tool_choice=none Compliance", "category": "H", "index": 43, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-44", "status": "pass", "points": 2, "index": 43, "total": 92, "duration_seconds": 2.8}
- {"event": "scenario_start", "scenario_id": "TC-45", "title": "tool_choice=required Compliance", "category": "H", "index": 44, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-45", "status": "pass", "points": 2, "index": 44, "total": 92, "duration_seconds": 1.73}
- {"event": "scenario_start", "scenario_id": "TC-46", "title": "Deep Multi-Turn Research (5 turns)", "category": "I", "index": 45, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-46", "status": "pass", "points": 2, "index": 45, "total": 92, "duration_seconds": 28.66}
- {"event": "scenario_start", "scenario_id": "TC-47", "title": "Correction Across Turns", "category": "I", "index": 46, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-47", "status": "pass", "points": 2, "index": 46, "total": 92, "duration_seconds": 12.69}
- {"event": "scenario_start", "scenario_id": "TC-48", "title": "Additive Context (CC)", "category": "I", "index": 47, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-48", "status": "pass", "points": 2, "index": 47, "total": 92, "duration_seconds": 7.44}
- {"event": "scenario_start", "scenario_id": "TC-49", "title": "Cancellation Across Turns", "category": "I", "index": 48, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-49", "status": "pass", "points": 2, "index": 48, "total": 92, "duration_seconds": 9.16}
- {"event": "scenario_start", "scenario_id": "TC-50", "title": "Information Reveal", "category": "I", "index": 49, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-50", "status": "pass", "points": 2, "index": 49, "total": 92, "duration_seconds": 16.71}
- {"event": "scenario_start", "scenario_id": "TC-51", "title": "Goal-Level Planning", "category": "M", "index": 50, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-51", "status": "fail", "points": 0, "index": 50, "total": 92, "duration_seconds": 11.17}
- {"event": "scenario_start", "scenario_id": "TC-52", "title": "Open-Ended Research", "category": "M", "index": 51, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-52", "status": "pass", "points": 2, "index": 51, "total": 92, "duration_seconds": 22.1}
- {"event": "scenario_start", "scenario_id": "TC-53", "title": "Conditional Planning", "category": "M", "index": 52, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-53", "status": "pass", "points": 2, "index": 52, "total": 92, "duration_seconds": 19.53}
- {"event": "scenario_start", "scenario_id": "TC-54", "title": "Cross-Tool Synthesis", "category": "N", "index": 53, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-54", "status": "pass", "points": 2, "index": 53, "total": 92, "duration_seconds": 11.18}
- {"event": "scenario_start", "scenario_id": "TC-55", "title": "Data Pipeline", "category": "N", "index": 54, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-55", "status": "pass", "points": 2, "index": 54, "total": 92, "duration_seconds": 8.36}
- {"event": "scenario_start", "scenario_id": "TC-56", "title": "Notification Workflow", "category": "N", "index": 55, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-56", "status": "pass", "points": 2, "index": 55, "total": 92, "duration_seconds": 10.23}
- {"event": "scenario_start", "scenario_id": "TC-57", "title": "Injection via Search Results", "category": "K", "index": 56, "total": 92}
- {"event": "scenario_result", "scenario_id": "TC-57", "status": "partial", "points": 1, "index": 56, "total": 92, "duration_seconds": 5.71}
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