leetcrypt
58d405c518
Capture native-harness benchmark baselines for qwen2.5 0.5b/1.5b/3b and qwen2.5-coder:7b (all probed tool-capable; deepseek-r1 and NL2SH reject the tools field). All cluster at 1-2/12 with high variance; the 7B buys no pass-rate gain at ~3x latency, so qwen2.5:3b stays the default. The single biggest score sink across every model is bare tool-call-as-text leaks — a harness parse gap, the clear next improvement. Also drop "in your home directory" from the shell prompts: it made literal- minded models create a home/ subdir (/root/home/a/b/c/...) or use ~/, which the benchmark itself surfaced. Findings doc + bench README carry the model comparison table and recommendations (llama3.2:3b / llama3.1:8b for a non-qwen data point). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
114 lines
4.8 KiB
JSON
114 lines
4.8 KiB
JSON
{
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"ts": "2026-06-10T09:16:10",
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"model": "qwen2.5:0.5b",
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"rows": [
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{
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"id": "shell-easy",
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"category": "shell",
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"tier": "easy",
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"result": "FAIL",
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"secs": 151.9,
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"summary": "write_file ./who.txt \u2502\u2502 \u2502 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500",
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"verify_out": ""
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},
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{
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"id": "shell-medium",
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"category": "shell",
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"tier": "medium",
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"result": "FAIL",
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"secs": 52.9,
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"summary": "write_file ./a/b/c/marker.txt \"OK\" \u2502\u2502 \u2502 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500",
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"verify_out": "cat: /root/a/b/c/marker.txt: No such file or directory"
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},
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{
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"id": "shell-hard",
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"category": "shell",
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"tier": "hard",
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"result": "PASS",
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"secs": 48.8,
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"summary": "Successfully wrote the count to conf_count.txt \u2502\u2502 \u2502 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500",
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"verify_out": ""
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},
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{
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"id": "code-easy",
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"category": "code",
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"tier": "easy",
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"result": "FAIL",
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"secs": 36.7,
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"summary": "",
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"verify_out": "cat: /root/add.out: No such file or directory"
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},
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{
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"id": "code-medium",
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"category": "code",
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"tier": "medium",
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"result": "FAIL",
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"secs": 40.7,
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"summary": "write_file ./greet.sh",
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"verify_out": ""
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},
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{
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"id": "code-hard",
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"category": "code",
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"tier": "hard",
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"result": "FAIL",
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"secs": 48.8,
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"summary": "fib.py written and chmod +x'd",
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"verify_out": "cat: /root/fib.out: No such file or directory"
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},
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{
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"id": "git-easy",
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"category": "git",
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"tier": "easy",
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"result": "FAIL",
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"secs": 32.7,
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"summary": "",
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"verify_out": ""
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},
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{
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"id": "git-medium",
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"category": "git",
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"tier": "medium",
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"result": "FAIL",
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"secs": 40.7,
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"summary": "read_file ./hw2/README.md > readme.txt \u2502\u2502 \u2502 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500",
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"verify_out": "grep: /root/readme.txt: No such file or directory"
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},
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{
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"id": "git-hard",
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"category": "git",
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"tier": "hard",
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"result": "FAIL",
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"secs": 34.7,
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"summary": "git clone https://github.com/octocat/Hello-World hw3",
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"verify_out": "sh: 1: cannot open /root/branch.txt: No such file"
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},
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{
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"id": "multi-easy",
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"category": "multi",
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"tier": "easy",
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"result": "FAIL",
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"secs": 48.9,
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"summary": "mkdir proj",
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"verify_out": "cat: /root/proj/notes.txt: No such file or directory"
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},
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{
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"id": "multi-medium",
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"category": "multi",
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"tier": "medium",
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"result": "FAIL",
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"secs": 75.0,
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"summary": "write_file ./fruit.txt \"apple banana cherry\"",
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"verify_out": "cat: /root/sorted.txt: No such file or directory"
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},
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{
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"id": "multi-hard",
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"category": "multi",
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"tier": "hard",
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"result": "FAIL",
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"secs": 52.8,
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"summary": "wc.py < words.txt > wc.out \u2502\u2502 \u2502 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500",
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"verify_out": "sh: 1: cannot open /root/wc.out: No such file"
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}
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]
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} |