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+2025-09-12 12:17:14.006249
+{
+	"comment": "",
+	"server": {
+		"url": "http://localhost:8000/v1",
+		"model": "Qwen3-4B-Instruct-2507-UD-Q4_K_XL-kv-q4_0",
+		"timeout": 120.0
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+	"inference": {
+		"temperature": 0.7,
+		"top_p": 0.8,
+		"max_tokens": 4096,
+		"system_prompt": "The following are multiple choice questions (with answers) about {subject}. Think step by step and then finish your answer with \"the answer is (X)\" where X is the correct letter choice.",
+		"style": "multi_chat"
+	},
+	"test": {
+		"subset": 1.0,
+		"parallel": 8
+	},
+	"log": {
+		"verbosity": 0,
+		"log_prompt": true
+	}
+}
+Finished testing biology in .
+Total, 569/717, 79.36%
+Random Guess Attempts, 3/717, 0.42%
+Correct Random Guesses, 0/3, 0.00%
+Adjusted Score Without Random Guesses, 569/714, 79.69%
+Finished testing business in .
+Total, 570/789, 72.24%
+Random Guess Attempts, 9/789, 1.14%
+Correct Random Guesses, 2/9, 22.22%
+Adjusted Score Without Random Guesses, 568/780, 72.82%
+Finished testing chemistry in .
+Total, 794/1132, 70.14%
+Random Guess Attempts, 11/1132, 0.97%
+Correct Random Guesses, 2/11, 18.18%
+Adjusted Score Without Random Guesses, 792/1121, 70.65%
+Finished testing computer science in .
+Total, 284/410, 69.27%
+Random Guess Attempts, 6/410, 1.46%
+Correct Random Guesses, 0/6, 0.00%
+Adjusted Score Without Random Guesses, 284/404, 70.30%
+Finished testing economics in .
+Total, 610/844, 72.27%
+Random Guess Attempts, 5/844, 0.59%
+Correct Random Guesses, 1/5, 20.00%
+Adjusted Score Without Random Guesses, 609/839, 72.59%
+Finished testing engineering in .
+Total, 420/969, 43.34%
+Random Guess Attempts, 12/969, 1.24%
+Correct Random Guesses, 2/12, 16.67%
+Adjusted Score Without Random Guesses, 418/957, 43.68%
+Finished testing health in .
+Total, 515/818, 62.96%
+Random Guess Attempts, 1/818, 0.12%
+Correct Random Guesses, 0/1, 0.00%
+Adjusted Score Without Random Guesses, 515/817, 63.04%
+Finished testing history in .
+Total, 184/381, 48.29%
+Random Guess Attempts, 0/381, 0.00%
+Correct Random Guesses, division by zero error
+Adjusted Score Without Random Guesses, 184/381, 48.29%
+Finished testing law in 38 minutes 33 seconds.
+Total, 345/1101, 31.34%
+Random Guess Attempts, 3/1101, 0.27%
+Correct Random Guesses, 0/3, 0.00%
+Adjusted Score Without Random Guesses, 345/1098, 31.42%
+Finished testing math in 1 hours 25 minutes 28 seconds.
+Total, 1117/1351, 82.68%
+Random Guess Attempts, 51/1351, 3.77%
+Correct Random Guesses, 8/51, 15.69%
+Adjusted Score Without Random Guesses, 1109/1300, 85.31%
+Finished testing philosophy in 19 minutes 20 seconds.
+Total, 266/499, 53.31%
+Random Guess Attempts, 0/499, 0.00%
+Correct Random Guesses, division by zero error
+Adjusted Score Without Random Guesses, 266/499, 53.31%
+Finished testing physics in 1 hours 33 minutes 5 seconds.
+Total, 931/1299, 71.67%
+Random Guess Attempts, 10/1299, 0.77%
+Correct Random Guesses, 1/10, 10.00%
+Adjusted Score Without Random Guesses, 930/1289, 72.15%
+Finished testing psychology in 24 minutes 38 seconds.
+Total, 539/798, 67.54%
+Random Guess Attempts, 0/798, 0.00%
+Correct Random Guesses, division by zero error
+Adjusted Score Without Random Guesses, 539/798, 67.54%
+Finished testing other in 27 minutes 35 seconds.
+Total, 520/924, 56.28%
+Random Guess Attempts, 1/924, 0.11%
+Correct Random Guesses, 0/1, 0.00%
+Adjusted Score Without Random Guesses, 520/923, 56.34%
+Finished the benchmark in 4 hours 48 minutes 49 seconds.
+Total, 7664/12032, 63.70%
+Random Guess Attempts, 112/12032, 0.93%
+Correct Random Guesses, 16/112, 14.29%
+Adjusted Score Without Random Guesses, 7648/11920, 64.16%
+Token Usage:
+Prompt tokens: min 902, average 1348, max 2396, total 7363918, tk/s 424.95
+Completion tokens: min 55, average 833, max 3187, total 4550365, tk/s 262.59
+Markdown Table:
+| overall | biology | business | chemistry | computer science | economics | engineering | health | history | law | math | philosophy | physics | psychology | other |
+| ------- | ------- | -------- | --------- | ---------------- | --------- | ----------- | ------ | ------- | --- | ---- | ---------- | ------- | ---------- | ----- |
+| 63.70 | 79.36 | 72.24 | 70.14 | 69.27 | 72.27 | 43.34 | 62.96 | 48.29 | 31.34 | 82.68 | 53.31 | 71.67 | 67.54 | 56.28 |

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Qwen3_4B_kv_cache_f16_vs_q8_vs_q4/mmlu-pro/Qwen3-4B-Instruct-2507-UD-Q4_K_XL-kv-q8_0/other_summary.json

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Qwen3_4B_kv_cache_f16_vs_q8_vs_q4/mmlu-pro/Qwen3-4B-Instruct-2507-UD-Q4_K_XL-kv-q8_0/philosophy_summary.json

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