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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 0:32:31
- llama-benchy 0.4.0
- Estimated latency: 58.6 ms
- llama-benchy Results
- ┏━━━━━━━━━━━━━━━━━━━━━━┳━━━━┳━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━
- ┃ ┃ ┃ ┃ ┃ TTFT ┃ Total ┃
- ┃ Test ┃ c ┃ pp t/s ┃ tg t/s ┃ (ms) ┃ (ms) ┃ Tokens
- ┡━━━━━━━━━━━━━━━━━━━━━━╇━━━━╇━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━
- │ pp2048 tg128 @ d0 │ c1 │ 2,501 │ 125.2 │ 882 │ 1,846 │ 2048+128
- │ pp2048 tg128 @ d0 │ c2 │ 3,487 │ 132.7 │ 1,111 │ 2,778 │ 2048+128
- │ pp2048 tg128 @ d0 │ c4 │ 3,911 │ 161.7 │ 1,904 │ 4,243 │ 2048+128
- │ pp2048 tg128 @ d0 │ c8 │ 4,628 │ 171.4 │ 3,140 │ 6,443 │ 2048+128
- │ pp2048 tg128 @ d0 │ c… │ 4,921 │ 203.1 │ 5,910 │ 10,310 │ 2048+128
- │ pp2048 tg128 @ d0 │ c… │ 5,091 │ 228.8 │ 9,625 │ 17,072 │ 2048+128
- │ pp2048 tg128 @ d0 │ c… │ 4,975 │ 214.5 │ 16,266 │ 35,545 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c1 │ 3,900 │ 103.2 │ 1,112 │ 2,294 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c1 │ 2,824 │ 115.0 │ 784 │ 1,838 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c2 │ 3,715 │ 102.2 │ 1,806 │ 3,768 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c2 │ 2,245 │ 96.7 │ 1,302 │ 3,201 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c4 │ 4,443 │ 95.6 │ 3,055 │ 5,999 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c4 │ 2,907 │ 111.1 │ 2,302 │ 4,972 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c8 │ 4,841 │ 109.5 │ 6,085 │ 9,814 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c8 │ 2,987 │ 124.5 │ 4,898 │ 8,309 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c… │ 5,110 │ 124.4 │ 9,769 │ 16,406 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c… │ 3,171 │ 143.6 │ 8,606 │ 14,003 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c… │ 5,069 │ 131.1 │ 16,955 │ 28,516 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c… │ 3,219 │ 157.7 │ 14,972 │ 24,239 │ 2048+128
- │ pp4096 tg128 @ d4096 │ c… │ 5,080 │ 134.3 │ 30,251 │ 53,265 │ 2048+128
- │ pp2048 tg128 @ d4096 │ c… │ 3,308 │ 172.1 │ 25,032 │ 43,740 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c1 │ 4,239 │ 105.3 │ 1,994 │ 3,151 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c1 │ 2,352 │ 130.5 │ 929 │ 1,852 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c2 │ 3,409 │ 55.8 │ 3,406 │ 5,816 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c2 │ 2,225 │ 94.0 │ 1,383 │ 3,326 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c4 │ 4,576 │ 65.8 │ 5,878 │ 8,796 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c4 │ 3,110 │ 121.7 │ 2,206 │ 4,758 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c8 │ 4,835 │ 66.8 │ 12,130 │ 15,834 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c8 │ 3,434 │ 138.1 │ 4,289 │ 7,709 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c… │ 5,040 │ 70.8 │ 19,979 │ 27,781 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c… │ 3,757 │ 178.1 │ 6,998 │ 12,565 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c… │ 5,074 │ 73.3 │ 34,020 │ 48,779 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c… │ 3,919 │ 187.1 │ 11,329 │ 20,648 │ 2048+128
- │ pp8192 tg128 @ d8192 │ c… │ 5,117 │ 77.0 │ 59,625 │ 89,759 │ 2048+128
- │ pp2048 tg128 @ d8192 │ c… │ 3,949 │ 191.3 │ 19,607 │ 38,566 │ 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": 2.19}
- {"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": 2.35}
- {"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": 12.55}
- {"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": 1.61}
- {"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": 5.15}
- {"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": 2.22}
- {"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": 5.52}
- {"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": 4.2}
- {"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": 2.77}
- {"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": 1.96}
- {"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": 1.04}
- {"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": 4.04}
- {"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": 3.85}
- {"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": 3.66}
- {"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": 2.67}
- {"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": 2.91}
- {"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": 2.92}
- {"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": 4.57}
- {"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": 2.8}
- {"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": 5.01}
- {"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": 3.87}
- {"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": 1.41}
- {"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": 5.19}
- {"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": 1.53}
- {"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": 5.7}
- {"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": 4.25}
- {"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": 3.23}
- {"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": 5.05}
- {"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": 2.5}
- {"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": 4.73}
- {"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": 3.48}
- {"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": 3.73}
- {"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": 9.81}
- {"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": 4.59}
- {"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": 1.68}
- {"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": 1.93}
- {"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": 2.51}
- {"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": 10.12}
- {"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": 1.01}
- {"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": 3.25}
- {"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": 3.47}
- {"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": 5.51}
- {"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": 7.33}
- {"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": 2.28}
- {"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": 11.34}
- {"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": 21.28}
- {"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": 8.28}
- {"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": 5.7}
- {"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": 8.16}
- {"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": 15.51}
- {"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": 10.85}
- {"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": 16.98}
- {"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": 12.64}
- {"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": 5.11}
- {"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": 6.21}
- {"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": 7.19}
- {"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": "pass", "points": 2, "index": 56, "total": 92, "duration_seconds": 4.37}
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