MiniCorpus
Collection
github.com/MK2112/minicorpus
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19 items
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Updated
| Benchmark | Measure | 160M MiniPile | 160M Density Pico | Percentage Difference in Means | |
|---|---|---|---|---|---|
| ARC-Challenge | acc | ↑ | 0.2125 ± 0.0120 | 0.1903 ± 0.0115 | -10.4471 |
| MMLU | acc | ↑ | 0.2699 ± 0.0037 | 0.2295 ± 0.0035 | -14.9685 |
| HellaSwag | acc | ↑ | 0.2560 ± 0.0044 | 0.2583 ± 0.0044 | 0.8984 |
| WinoGrande | acc | ↑ | 0.4720 ± 0.0140 | 0.4957 ± 0.0141 | 5.0212 |
| Lambada (OpenAI) | acc | ↑ | 0.0000 ± 0.0000 | 0.0000 ± 0.0000 | - |
| Lambada (OpenAI) | perplexity | ↓ | 3033175.2693 ± 288926.5827 | 1964196.9255 ± 153419.7846 | -35.2429 |
| Lambada (Std) | acc | ↑ | 0.0000 ± 0.0000 | 0.0000 ± 0.0000 | - |
| Lambada (Std) | perplexity | ↓ | 27067951.3461 ± 2710040.1910 | 10720344.5522 ± 925236.7038 | -60.3947 |
| BLiMP | acc | ↑ | 0.5194 ± 0.0018 | 0.5383 ± 0.0017 | 3.6388 |
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