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| Benchmark | Measure | 1.4B Pile Deduplicated | 1.4B MiniPile | Percentage Difference in Means | |
|---|---|---|---|---|---|
| ARC-Challenge | acc | ↑ | 0.2600 ± 0.0130 | 0.1903 ± 0.0115 | -26.8077 |
| MMLU | acc | ↑ | 0.2388 ± 0.0036 | 0.2295 ± 0.0035 | -3.8945 |
| HellaSwag | acc | ↑ | 0.4177 ± 0.0049 | 0.2579 ± 0.0044 | -38.2571 |
| WinoGrande | acc | ↑ | 0.5730 ± 0.0140 | 0.5185 ± 0.0140 | -9.5133 |
| Lambada (OpenAI) | acc | ↑ | 0.6202 ± 0.0068 | 0.0000 ± 0.0000 | -100.0000 |
| Lambada (OpenAI) | perplexity | ↓ | 6.1041 ± 0.1531 | 1564928.5258 ± 118691.4565 | 25637234.3458 |
| Lambada (Std) | acc | ↑ | 0.4898 ± 0.0070 | 0.0000 ± 0.0000 | -100.0000 |
| Lambada (Std) | perplexity | ↓ | 11.2448 ± 0.3305 | 8848600.9409 ± 745031.8900 | 78690503.1312 |
| BLiMP | acc | ↑ | 0.8154 ± 0.0013 | 0.5483 ± 0.0017 | -32.7569 |
| ARC-Easy | acc | ↑ | 0.6174 ± 0.0100 | 0.2715 ± 0.0091 | -56.0253 |