MiniCorpus
Collection
github.com/MK2112/minicorpus
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19 items
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Updated
| Benchmark | Measure | 160M MiniPile | 160M Density Tiny | Percentage Difference in Means | |
|---|---|---|---|---|---|
| ARC-Challenge | acc | ↑ | 0.2125 ± 0.0120 | 0.1843 ± 0.0113 | -13.2706 |
| MMLU | acc | ↑ | 0.2699 ± 0.0037 | 0.2295 ± 0.0035 | -14.9685 |
| HellaSwag | acc | ↑ | 0.2560 ± 0.0044 | 0.2598 ± 0.0044 | 1.4844 |
| WinoGrande | acc | ↑ | 0.4720 ± 0.0140 | 0.4980 ± 0.0141 | 5.5085 |
| Lambada (OpenAI) | acc | ↑ | 0.0000 ± 0.0000 | 0.0000 ± 0.0000 | - |
| Lambada (OpenAI) | perplexity | ↓ | 3033175.2693 ± 288926.5827 | 1934160.4021 ± 153855.8657 | -36.2331 |
| Lambada (Std) | acc | ↑ | 0.0000 ± 0.0000 | 0.0000 ± 0.0000 | - |
| Lambada (Std) | perplexity | ↓ | 27067951.3461 ± 2710040.1910 | 10354382.8435 ± 900493.0078 | -61.7467 |
| BLiMP | acc | ↑ | 0.5194 ± 0.0018 | 0.5363 ± 0.0016 | 3.2538 |
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