File size: 1,942 Bytes
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"timestamp": "2026-07-10T07:15:20",
"device": "NVIDIA GeForce RTX 5060 Ti",
"notes": "OpenLLM-lite n=200/task (gsm8k n=50, extraction weak). MTEB-lite: STSBenchmark + SciFact.",
"qwen35_4b": {
"bf16": {
"arc_challenge": {
"acc": 0.545,
"n": 200
},
"hellaswag": {
"acc": 0.705,
"n": 200
},
"winogrande": {
"acc": 0.685,
"n": 200
},
"mmlu": {
"acc": 0.71,
"n": 200
},
"truthfulqa_mc1": {
"acc": 0.295,
"n": 200
},
"gsm8k": {
"acc": 0.02,
"n": 50
},
"wikitext_ppl": 16.77
},
"awq": {
"arc_challenge": {
"acc": 0.555,
"n": 200
},
"hellaswag": {
"acc": 0.67,
"n": 200
},
"winogrande": {
"acc": 0.675,
"n": 200
},
"mmlu": {
"acc": 0.7,
"n": 200
},
"truthfulqa_mc1": {
"acc": 0.285,
"n": 200
},
"gsm8k": {
"acc": 0.0,
"n": 50
},
"wikitext_ppl": 18.542
},
"recovery_pct": {
"arc_challenge": 101.83486238532112,
"hellaswag": 95.03546099290782,
"winogrande": 98.54014598540147,
"mmlu": 98.59154929577466,
"truthfulqa_mc1": 96.61016949152543,
"gsm8k": 0.0,
"wikitext_ppl_ratio": 1.1056648777579012
}
},
"qwen3_embedding_8b": {
"bf16": {
"sts_spearman": 0.8844,
"sts_pearson": 0.8719,
"scifact_ndcg@10": 0.7865,
"scifact_n_queries": 300
},
"awq": {
"sts_spearman": 0.8811074611656656,
"sts_pearson": 0.8701431932207399,
"scifact_ndcg@10": 0.7768220560773235,
"scifact_n_queries": 300
},
"sts_score_pearson_awq_vs_bf16": 0.9964482188224792,
"recovery_pct": {
"sts_spearman": 99.62770931316889,
"scifact_ndcg@10": 98.76949219037806
}
}
}
|