{ "benchmark": "termspeak", "data_version": "v1", "lang": "en", "split": "test", "data_sha256": { "en/test.jsonl": "aed170668ec2d0272878a1bfc64f6ed99d92e1ee24caffab1130f3cf9fec66d9" }, "config_sha256": { "prompts": "47721ddfe019c4093ab891d4c9483d949d227376183076120dbaba5ea31abeee", "scoring": "aeafc6c2ea6bc926059943f415df399ebd894ed7fcbc303b8b6a6b347e84893b" }, "date": "2026-09-27T05:35:06Z", "model": { "label": "lfm2.5-1.2b-instruct-q4_k_m", "name": "lfm2.5-1.2b-instruct-q4_k_m" }, "protocol": { "temperature": 0.0, "max_tokens": 0, "thinking_disabled": true, "warmup": true, "extra_body": null }, "rows": [ { "id": "build-gcc-undeclared", "category": "build-failure", "task": "summary", "answer": "Failed. Error in main.c line 14.", "reasoning": null, "ttft": 0.213, "total": 0.283, "completion_tokens": 11, "tok_s": 142.6, "score": 0.75, "facts_hit": 3, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "build-make-linker-undefined", "category": "build-failure", "task": "summary", "answer": "failure: error occurred, dependencies missing.", "reasoning": null, "ttft": 0.195, "total": 0.257, "completion_tokens": 10, "tok_s": 146.1, "score": 0.25, "facts_hit": 1, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 5 }, { "id": "build-maven-compile-error", "category": "build-failure", "task": "summary", "answer": "failure: symbol not found in OrderService", "reasoning": null, "ttft": 0.776, "total": 0.839, "completion_tokens": 10, "tok_s": 142.6, "score": 0.5, "facts_hit": 2, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "build-rustc-borrow-e0502", "category": "build-failure", "task": "summary", "answer": "failure failure 101", "reasoning": null, "ttft": 0.619, "total": 0.655, "completion_tokens": 6, "tok_s": 138.9, "score": 0.25, "facts_hit": 1, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 3 }, { "id": "build-tsc-type-error", "category": "build-failure", "task": "summary", "answer": "Failed. Error details shown.", "reasoning": null, "ttft": 0.195, "total": 0.238, "completion_tokens": 7, "tok_s": 142.2, "score": 0.25, "facts_hit": 1, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 4 }, { "id": "runtime-java-npe", "category": "runtime-error", "task": "summary", "answer": "Failed. Exception occurred. Disks: 2.", "reasoning": null, "ttft": 0.194, "total": 0.27, "completion_tokens": 12, "tok_s": 144.7, "score": 0.25, "facts_hit": 1, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 5 }, { "id": "runtime-node-promise-reject", "category": "runtime-error", "task": "summary", "answer": "Failed. Error details shown. Disks listed.", "reasoning": null, "ttft": 0.246, "total": 0.315, "completion_tokens": 11, "tok_s": 145.1, "score": 0.25, "facts_hit": 1, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "runtime-permission-denied", "category": "runtime-error", "task": "summary", "answer": "Failed. Permission denied on 5 files.", "reasoning": null, "ttft": 0.195, "total": 0.266, "completion_tokens": 11, "tok_s": 142.5, "score": 0.0, "facts_hit": 2, "facts_total": 3, "forbidden_hit": [ "\\b\\d+ (files|fichiers)\\b" ], "over_length": false, "words": 6 }, { "id": "runtime-python-traceback", "category": "runtime-error", "task": "summary", "answer": "Failed. Missing discount rate in data.", "reasoning": null, "ttft": 0.246, "total": 0.301, "completion_tokens": 9, "tok_s": 145.2, "score": 0.25, "facts_hit": 1, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "runtime-segfault", "category": "runtime-error", "task": "summary", "answer": "failure: segmentation fault; output details provided", "reasoning": null, "ttft": 0.179, "total": 0.241, "completion_tokens": 10, "tok_s": 145.0, "score": 0.6667, "facts_hit": 2, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "tests-cargo-test-failure", "category": "tests", "task": "summary", "answer": "failure: test failed at line 38, mismatch in values", "reasoning": null, "ttft": 0.298, "total": 0.395, "completion_tokens": 15, "tok_s": 144.0, "score": 0.6667, "facts_hit": 2, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 9 }, { "id": "tests-go-test-fail", "category": "tests", "task": "summary", "answer": "failure: test failed at line 22, expected 150 got 140", "reasoning": null, "ttft": 0.194, "total": 0.304, "completion_tokens": 17, "tok_s": 145.5, "score": 0.3333, "facts_hit": 1, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 10 }, { "id": "tests-jest-failing-suite", "category": "tests", "task": "summary", "answer": "failure: pricing test failed; expected 81, got 90", "reasoning": null, "ttft": 0.261, "total": 0.358, "completion_tokens": 15, "tok_s": 144.3, "score": 0.6667, "facts_hit": 2, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 8 }, { "id": "tests-pytest-all-green", "category": "tests", "task": "summary", "answer": "failure: 42 passed tests with 3 items", "reasoning": null, "ttft": 0.23, "total": 0.306, "completion_tokens": 12, "tok_s": 144.1, "score": 0.6667, "facts_hit": 2, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 7 }, { "id": "tests-pytest-failures", "category": "tests", "task": "summary", "answer": "failure: assert 95 == 90; output mismatch \nfailure: assert 55.0 == 60; output mismatch \nfailure: assert '2024-01-5' == '2024-01-05'; format error", "reasoning": null, "ttft": 0.405, "total": 0.772, "completion_tokens": 54, "tok_s": 144.5, "score": 0.2, "facts_hit": 1, "facts_total": 4, "forbidden_hit": [], "over_length": true, "words": 21 }, { "id": "tests-unittest-errors", "category": "tests", "task": "summary", "answer": "failure: test_parse_config failed, config error, output details.", "reasoning": null, "ttft": 0.323, "total": 0.426, "completion_tokens": 16, "tok_s": 145.3, "score": 0.3333, "facts_hit": 1, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 7 }, { "id": "git-diff-stat-totals", "category": "git", "task": "summary", "answer": "4 files changed, 77 insertions, 16 deletions", "reasoning": null, "ttft": 0.179, "total": 0.269, "completion_tokens": 14, "tok_s": 144.0, "score": 1.0, "facts_hit": 3, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 7 }, { "id": "git-log-oneline", "category": "git", "task": "summary", "answer": "failure: 15 lines printed; status success; output shows recent commits", "reasoning": null, "ttft": 0.261, "total": 0.376, "completion_tokens": 17, "tok_s": 139.6, "score": 0.5, "facts_hit": 1, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 10 }, { "id": "git-merge-conflict", "category": "git", "task": "summary", "answer": "failure failure 1 line conflict auto-merge", "reasoning": null, "ttft": 0.188, "total": 0.257, "completion_tokens": 11, "tok_s": 144.8, "score": 0.3333, "facts_hit": 1, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "git-pull-fast-forward", "category": "git", "task": "summary", "answer": "failure: pull succeeded, updated files.", "reasoning": null, "ttft": 0.246, "total": 0.308, "completion_tokens": 10, "tok_s": 143.5, "score": 0.0, "facts_hit": 0, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 5 }, { "id": "git-rebase-conflict", "category": "git", "task": "summary", "answer": "Failed. Conflict in src/parser/tokenizer.py. Fix required.", "reasoning": null, "ttft": 0.214, "total": 0.32, "completion_tokens": 16, "tok_s": 142.1, "score": 0.6667, "facts_hit": 2, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "pkg-apt-unmet-deps", "category": "packages", "task": "summary", "answer": "failure: dependency conflict resolved. Packages updated.", "reasoning": null, "ttft": 0.23, "total": 0.307, "completion_tokens": 12, "tok_s": 143.7, "score": 0.6667, "facts_hit": 2, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "pkg-brew-upgrade-macos", "category": "packages", "task": "summary", "answer": "15 items updated successfully.", "reasoning": null, "ttft": 0.282, "total": 0.317, "completion_tokens": 6, "tok_s": 143.1, "score": 0.0, "facts_hit": 0, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 4 }, { "id": "pkg-npm-install-vulns", "category": "packages", "task": "summary", "answer": "failure: install failed, dependencies outdated, 1284 packages affected.", "reasoning": null, "ttft": 0.736, "total": 0.84, "completion_tokens": 16, "tok_s": 144.0, "score": 0.3333, "facts_hit": 1, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 8 }, { "id": "pkg-pip-resolution-impossible", "category": "packages", "task": "summary", "answer": "failure: dependency conflict detected. Adjust versions.", "reasoning": null, "ttft": 0.28, "total": 0.347, "completion_tokens": 11, "tok_s": 148.4, "score": 0.3333, "facts_hit": 1, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "net-curl-tls-expired", "category": "network", "task": "summary", "answer": "Failed. Expiry detected. Output shows issues.", "reasoning": null, "ttft": 0.245, "total": 0.321, "completion_tokens": 12, "tok_s": 144.4, "score": 0.6667, "facts_hit": 2, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "net-dig-nxdomain", "category": "network", "task": "summary", "answer": "failure: failure: host unreachable; check network; no IP listed", "reasoning": null, "ttft": 0.281, "total": 0.389, "completion_tokens": 17, "tok_s": 147.2, "score": 0.5, "facts_hit": 1, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 9 }, { "id": "net-ping-unreachable", "category": "network", "task": "summary", "answer": "failure 192.168.1.50 ping issues detected", "reasoning": null, "ttft": 0.229, "total": 0.326, "completion_tokens": 15, "tok_s": 145.0, "score": 0.3333, "facts_hit": 1, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 5 }, { "id": "net-ss-listening", "category": "network", "task": "summary", "answer": "15 keywords found. Network shows 4 interfaces. Disks list matches.", "reasoning": null, "ttft": 0.297, "total": 0.401, "completion_tokens": 16, "tok_s": 143.5, "score": 0.0, "facts_hit": 0, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 10 }, { "id": "disk-df-almost-full", "category": "disks", "task": "summary", "answer": "filesystem size used avail used percentage mounted on", "reasoning": null, "ttft": 0.263, "total": 0.339, "completion_tokens": 11, "tok_s": 132.3, "score": 0.0, "facts_hit": 0, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 8 }, { "id": "disk-du-var-log", "category": "disks", "task": "summary", "answer": "4.0K alternatives.log, 16K dpkg.log, 84K auth.log, 1.1M syslog, 2.3M kern.log, 18M journal, 210M nginx", "reasoning": null, "ttft": 0.18, "total": 0.513, "completion_tokens": 49, "tok_s": 144.1, "score": 1.0, "facts_hit": 3, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 14 }, { "id": "disk-lsblk-3disks", "category": "disks", "task": "summary", "answer": "15 items found across disks and devices.", "reasoning": null, "ttft": 0.263, "total": 0.321, "completion_tokens": 9, "tok_s": 137.8, "score": 0.0, "facts_hit": 0, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 7 }, { "id": "disk-no-space-cp", "category": "disks", "task": "summary", "answer": "failure: space left on device; 3 items processed", "reasoning": null, "ttft": 0.246, "total": 0.332, "completion_tokens": 13, "tok_s": 139.1, "score": 0.3333, "facts_hit": 1, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 8 }, { "id": "mem-free-h", "category": "memory", "task": "summary", "answer": "15 items found. Disks: real, 2 names.", "reasoning": null, "ttft": 0.246, "total": 0.336, "completion_tokens": 14, "tok_s": 143.2, "score": 0.3333, "facts_hit": 1, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 7 }, { "id": "mem-oom-dmesg", "category": "memory", "task": "summary", "answer": "failure: 15 items found; 3 names listed", "reasoning": null, "ttft": 0.322, "total": 0.407, "completion_tokens": 13, "tok_s": 141.9, "score": 0.3333, "facts_hit": 1, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 7 }, { "id": "mem-proc-meminfo", "category": "memory", "task": "summary", "answer": "15 items found. Memory stats shown.", "reasoning": null, "ttft": 0.247, "total": 0.303, "completion_tokens": 9, "tok_s": 141.9, "score": 0.0, "facts_hit": 0, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "mem-ps-sort", "category": "memory", "task": "summary", "answer": "15 lines found.", "reasoning": null, "ttft": 0.282, "total": 0.31, "completion_tokens": 5, "tok_s": 142.5, "score": 0.0, "facts_hit": 0, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 3 }, { "id": "mem-top-b", "category": "memory", "task": "summary", "answer": "failure: 214 total items found; 3 running; 11 lines output", "reasoning": null, "ttft": 0.379, "total": 0.499, "completion_tokens": 18, "tok_s": 142.4, "score": 0.0, "facts_hit": 0, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 10 }, { "id": "mem-vm-stat-macos", "category": "memory", "task": "summary", "answer": "15 keywords found.", "reasoning": null, "ttft": 0.231, "total": 0.26, "completion_tokens": 5, "tok_s": 139.5, "score": 0.0, "facts_hit": 0, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 3 }, { "id": "hw-inxi-lshw", "category": "hardware", "task": "summary", "answer": "15 items found. Graphics details shown.", "reasoning": null, "ttft": 0.179, "total": 0.234, "completion_tokens": 9, "tok_s": 145.4, "score": 0.0, "facts_hit": 0, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "hw-lspci-intel-laptop", "category": "hardware", "task": "summary", "answer": "15 keys found. Devices listed.", "reasoning": null, "ttft": 0.247, "total": 0.296, "completion_tokens": 8, "tok_s": 144.8, "score": 0.0, "facts_hit": 0, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 5 }, { "id": "hw-sensors-hot", "category": "hardware", "task": "summary", "answer": "15 items detected, temps stable.", "reasoning": null, "ttft": 0.214, "total": 0.263, "completion_tokens": 8, "tok_s": 143.4, "score": 0.0, "facts_hit": 0, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 5 }, { "id": "ctr-build-run-step", "category": "containers", "task": "summary", "answer": "failure failure 1 failed test exit code 1", "reasoning": null, "ttft": 0.355, "total": 0.433, "completion_tokens": 12, "tok_s": 142.6, "score": 0.25, "facts_hit": 1, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 8 }, { "id": "ctr-compose-unhealthy", "category": "containers", "task": "summary", "answer": "Failed. Dependency issue detected.", "reasoning": null, "ttft": 0.162, "total": 0.218, "completion_tokens": 9, "tok_s": 145.2, "score": 0.3333, "facts_hit": 1, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 4 }, { "id": "ctr-crashloop", "category": "containers", "task": "summary", "answer": "6 pods found, 3 names listed.", "reasoning": null, "ttft": 0.194, "total": 0.258, "completion_tokens": 10, "tok_s": 142.5, "score": 0.0, "facts_hit": 0, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "ctr-images", "category": "containers", "task": "summary", "answer": "15 items found. Docker images listed.", "reasoning": null, "ttft": 0.196, "total": 0.259, "completion_tokens": 10, "tok_s": 143.2, "score": 0.0, "facts_hit": 0, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "ctr-logs-crash", "category": "containers", "task": "summary", "answer": "failure: missing env var PAYMENT_SECRET_KEY", "reasoning": null, "ttft": 0.18, "total": 0.271, "completion_tokens": 14, "tok_s": 142.5, "score": 0.5, "facts_hit": 2, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 5 }, { "id": "list-ls-bigdir", "category": "long-lists", "task": "summary", "answer": "Failure: 15 items found across 3 interfaces, all IPv4, no lo, no IPv6, no MAC.", "reasoning": null, "ttft": 0.815, "total": 0.992, "completion_tokens": 26, "tok_s": 140.9, "score": 0.0, "facts_hit": 0, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 15 }, { "id": "list-pip-list", "category": "long-lists", "task": "summary", "answer": "failure 15 items found, no key matches.", "reasoning": null, "ttft": 0.825, "total": 0.904, "completion_tokens": 12, "tok_s": 139.2, "score": 0.0, "facts_hit": 0, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 7 }, { "id": "list-ps-cpu", "category": "long-lists", "task": "summary", "answer": "15 items found. Keywords: failure, status, output.", "reasoning": null, "ttft": 1.026, "total": 1.118, "completion_tokens": 14, "tok_s": 141.0, "score": 0.0, "facts_hit": 0, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 7 }, { "id": "list-systemctl-units", "category": "long-lists", "task": "summary", "answer": "failure 15 units found. Network active. Disks real.", "reasoning": null, "ttft": 0.511, "total": 0.607, "completion_tokens": 15, "tok_s": 145.5, "score": 0.0, "facts_hit": 0, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 8 }, { "id": "long-apt-fullupgrade-count", "category": "long-truncated", "task": "summary", "answer": "failure: start with failure, checking packages, removing several old ones.", "reasoning": null, "ttft": 1.059, "total": 1.166, "completion_tokens": 16, "tok_s": 140.2, "score": 0.25, "facts_hit": 1, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 10 }, { "id": "long-docker-build-naming", "category": "long-truncated", "task": "summary", "answer": "failure: build started, 842 packages processed", "reasoning": null, "ttft": 0.827, "total": 0.897, "completion_tokens": 11, "tok_s": 143.6, "score": 0.0, "facts_hit": 0, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "long-journalctl-failure", "category": "long-truncated", "task": "summary", "answer": "failure keys: 15, 165, 165, 1", "reasoning": null, "ttft": 0.758, "total": 0.866, "completion_tokens": 16, "tok_s": 138.7, "score": 0.25, "facts_hit": 1, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 6 }, { "id": "long-make-linker-error", "category": "long-truncated", "task": "summary", "answer": "failure: error occurred in build\nKeywords: failure, status, output, keywords, no full sentence, numbers, active interfaces, disks, network, command, output", "reasoning": null, "ttft": 0.941, "total": 1.181, "completion_tokens": 35, "tok_s": 141.8, "score": 0.25, "facts_hit": 1, "facts_total": 4, "forbidden_hit": [], "over_length": false, "words": 20 }, { "id": "long-pytest-summary", "category": "long-truncated", "task": "summary", "answer": "failure: 19.99 != 29.99", "reasoning": null, "ttft": 0.778, "total": 0.864, "completion_tokens": 13, "tok_s": 140.2, "score": 0.0, "facts_hit": 0, "facts_total": 3, "forbidden_hit": [], "over_length": false, "words": 4 }, { "id": "long-tar-unexpected-eof", "category": "long-truncated", "task": "summary", "answer": "failure: 2 (exit 2)", "reasoning": null, "ttft": 0.894, "total": 0.972, "completion_tokens": 12, "tok_s": 141.0, "score": 0.5, "facts_hit": 1, "facts_total": 2, "forbidden_hit": [], "over_length": false, "words": 4 }, { "id": "qa-failed-test", "category": "history-qa", "task": "qa", "answer": "Test failed. Assertion error detected.", "reasoning": null, "ttft": 0.178, "total": 0.235, "completion_tokens": 9, "tok_s": 141.5, "score": 0.0, "facts_hit": 0, "facts_total": 1, "forbidden_hit": [], "over_length": false, "words": 5 }, { "id": "qa-node-version", "category": "history-qa", "task": "qa", "answer": "Node v20.11.1 installed. 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