Shar137/two / evaluation /SCORES_NVFP4_W4A16.json
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{
"tier": "NVFP4_W4A16",
"protocol": "单卡 RTX PRO 6000,C8,上下文 100K,客户端不计时,DFLASH2,SGLang;GPQA198/MMLU500/LCB100 全量",
"public_scores": "GPQA 170/198,MMLU 439/500,LCB 91/100",
"detail": {
"gpqa": {
"n": 198,
"total": 198,
"correct": 170,
"p50": 2965,
"p70": 9667,
"p90": 28433,
"trunc94k": 2,
"empty": 3,
"buckets": {
"<2K": "77/80",
"2–12K": "64/70",
"12–24K": "17/21",
"24–48K": "8/17",
"≥48K": "4/10"
}
},
"mmlu": {
"n": 500,
"total": 500,
"correct": 439,
"p50": 159,
"p70": 277,
"p90": 1061,
"trunc94k": 1,
"empty": 0,
"buckets": {
"<2K": "427/471",
"2–12K": "11/26",
"12–24K": "0/1",
"24–48K": "1/1",
"≥48K": "0/1"
}
},
"lcb": {
"n": 100,
"total": 100,
"correct": 91,
"p50": 5119,
"p70": 15790,
"p90": 47768,
"trunc94k": 4,
"empty": 3,
"buckets": {
"<2K": "38/38",
"2–12K": "26/27",
"12–24K": "13/13",
"24–48K": "10/12",
"≥48K": "4/10"
}
}
},
"definition": "思考长度取 usage.reasoning_tokens。P50/P70/P90 用 verify_table.py 的线性插值。94K 截断是 finish_reason=length 或 completion_tokens>=94208。空答:GPQA 没有 pred,MMLU 没有 prediction,LCB 没有 code_len。截断后仍抽出选项的不算空答。",
"stats_source": "verify_table.py,与静态 FP8 同一函数",
"stats_updated_at": "2026-10-05T10:15:03+08:00",
"anomalies": {
"gpqa": [
{
"id": 10,
"empty": true,
"trunc94k": true,
"reasoning_tokens": 94209,
"finish_reason": "length",
"content": "pred 为空,生成顶到 94208"
},
{
"id": 79,
"empty": true,
"trunc94k": true,
"reasoning_tokens": 94209,
"finish_reason": "length",
"content": "pred 为空,生成顶到 94208"
},
{
"id": 101,
"empty": true,
"trunc94k": false,
"reasoning_tokens": 57565,
"finish_reason": "stop",
"content": "正常停,但 pred 为空"
}
],
"mmlu": [
{
"id": "test:professional_law:784",
"empty": false,
"trunc94k": true,
"ok": false,
"reasoning_tokens": 94210,
"finish_reason": "length",
"content": "截断后仍抽出选项 B,判错,不是空答"
}
],
"lcb": [
{
"id": 7,
"empty": true,
"trunc94k": true,
"note": "empty_code",
"reasoning_tokens": 94209
},
{
"id": 6,
"empty": true,
"trunc94k": true,
"note": "empty_code",
"reasoning_tokens": 94209
},
{
"id": 54,
"empty": true,
"trunc94k": true,
"note": "empty_code",
"reasoning_tokens": 94211
},
{
"id": 53,
"empty": false,
"trunc94k": true,
"note": "wrong_answer_case:0",
"code_len": 20,
"reasoning_tokens": 94194,
"content": "有 20 字符代码,截断,不是空答"
}
]
}
}

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