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README.md
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@@ -55,29 +55,29 @@ Performance of Step 3.5 Flash measured across **Reasoning**, **Coding**, and **A
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| # Activated Params | - | 11B | 11B | 15B | 32B | 37B | 37B | 32B |
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| # Total Params | - | 196B | 196B | 309B | 355B | 671B | 671B | 1043B |
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| General | | | | | | | | |
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| BBH | 3-shot | 87.
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| MMLU | 5-shot | 83.
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| MMLU‑Redux | 5-shot | 87.
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| MMLU‑Pro | 5-shot | 60.
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| HellaSwag | 10-shot |
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| WinoGrande | 5-shot |
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| GPQA | 5-shot |
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| SuperGPQA | 5-shot |
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| SimpleQA | 5-shot | 28.
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| Mathematics | | | | | | | | |
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| GSM8K | 8-shot | 88.
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| MATH | 4-shot | 65.
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| Code | | | | | | | | |
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| HumanEval | 3-shot | 65.
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| MBPP | 3-shot | 79.
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| HumanEval+ | 0-shot |
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| MBPP+ | 0-shot |
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| MultiPL‑E HumanEval | 0-shot | - | 67.7 | 59.5 | - | 45.9† | 45.7† | 60.5 |
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| MultiPL‑E MBPP | 0-shot | - | 58.0 | 56.7 | - | 52.5† | 50.6† | 58.8 |
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| Chinese | | | | | | | | |
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| C‑EVAL | 5-shot | 87.
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| CMMLU | 5-shot | 86.
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| C‑SimpleQA | 5-shot |
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1. “*” denotes cases where the original score was unavailable; we report results evaluated under the same test conditions as Step3.5 Flash for fair
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comparison.
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| # Activated Params | - | 11B | 11B | 15B | 32B | 37B | 37B | 32B |
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| # Total Params | - | 196B | 196B | 309B | 355B | 671B | 671B | 1043B |
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| General | | | | | | | | |
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| BBH | 3-shot | 87.6 | 88.2 | 88.5 | 86.2 | 88.2† | 88.7† | 88.7 |
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| MMLU | 5-shot | 83.5 | 85.8 | 86.7 | 86.1 | 87.4† | 87.8† | 87.8 |
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| MMLU‑Redux | 5-shot | 87.2 | 89.2 | 90.6 | - | 90.0† | 90.4† | 90.2 |
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| MMLU‑Pro | 5-shot | 60.4 | 62.3 | 73.2 | - | 58.8† | 62.1† | 69.2 |
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| HellaSwag | 10-shot | 91.2 | 90.2 | 88.5 | 87.1 | 89.2† | 89.4† | 94.6 |
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| WinoGrande | 5-shot | 77.0 | 79.1 | 83.8 | - | 85.9† | 85.6† | 85.3 |
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| GPQA | 5-shot | 42.2 | 41.7 | 43.5* | 33.5* | 43.1* | 37.3* | 43.1* |
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| SuperGPQA | 5-shot | 41.2 | 41.0 | 41.1 | - | 42.3† | 43.6† | 44.7 |
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| SimpleQA | 5-shot | 28.3 | 31.6 | 20.6 | 30.0 | 26.3† | 27.0† | 35.3 |
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| Mathematics | | | | | | | | |
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| GSM8K | 8-shot | 88.4 | 88.2 | 92.3 | 87.6 | 91.4† | 91.1† | 92.1 |
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| MATH | 4-shot | 65.4 | 66.8 | 71.0 | 62.6 | 62.6† | 62.5† | 70.2 |
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| Code | | | | | | | | |
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| HumanEval | 3-shot | 65.2 | 81.1 | 77.4* | 79.8* | 72.5* | 67.7* | 84.8* |
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| MBPP | 3-shot | 79.2 | 79.4 | 81.0* | 81.6* | 74.6* | 75.6* | 89.0* |
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| HumanEval+ | 0-shot | 73.8 | 72.0 | 70.7 | - | 64.6† | 67.7† | - |
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| MBPP+ | 0-shot | 63.8 | 70.6 | 71.4 | - | 72.2† | 69.8† | - |
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| MultiPL‑E HumanEval | 0-shot | - | 67.7 | 59.5 | - | 45.9† | 45.7† | 60.5 |
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| MultiPL‑E MBPP | 0-shot | - | 58.0 | 56.7 | - | 52.5† | 50.6† | 58.8 |
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| Chinese | | | | | | | | |
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| C‑EVAL | 5-shot | 87.2 | 89.6 | 87.9 | 86.9 | 90.0† | 91.0† | 92.5 |
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| CMMLU | 5-shot | 86.9 | 88.9 | 87.4 | - | 88.8† | 88.9† | 90.9 |
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| C‑SimpleQA | 5-shot | 58.1 | 63.2 | 61.5 | 70.1 | 70.9† | 68.0† | 77.6 |
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1. “*” denotes cases where the original score was unavailable; we report results evaluated under the same test conditions as Step3.5 Flash for fair
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comparison.
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