MiniCorpus
Collection
github.com/MK2112/minicorpus
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19 items
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Updated
| Benchmark | Measure | 1.4B MiniPile | 1.4B Density | Percentage Difference in Means | |
|---|---|---|---|---|---|
| ARC-Challenge | acc | ↑ | 0.1903 ± 0.0115 | 0.1852 ± 0.0114 | -2.6800 |
| MMLU | acc | ↑ | 0.2295 ± 0.0035 | 0.2295 ± 0.0035 | 0.0000 |
| HellaSwag | acc | ↑ | 0.2579 ± 0.0044 | 0.2589 ± 0.0044 | 0.3877 |
| WinoGrande | acc | ↑ | 0.5185 ± 0.0140 | 0.5043 ± 0.0141 | -2.7387 |
| Lambada (OpenAI) | acc | ↑ | 0.0000 ± 0.0000 | 0.0000 ± 0.0000 | - |
| Lambada (OpenAI) | perplexity | ↓ | 1564928.5258 ± 118691.4565 | 1420846.8323 ± 106563.1327 | -9.2069 |
| Lambada (Std) | acc | ↑ | 0.0000 ± 0.0000 | 0.0000 ± 0.0000 | - |
| Lambada (Std) | perplexity | ↓ | 8848600.9409 ± 745031.8900 | 7916035.3527 ± 664805.9178 | -10.5391 |
| BLiMP | acc | ↑ | 0.5483 ± 0.0017 | 0.5422 ± 0.0017 | -1.1125 |
| ARC-Easy | acc | ↑ | 0.2715 ± 0.0091 | 0.2698 ± 0.0091 | -0.6262 |
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