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| Benchmark | Measure | 160M MiniPile | 160M k440 Density | |
|---|---|---|---|---|
| ARC-Challenge | acc | ↑ | 0.2125 ± 0.0120 | 0.1928 ± 0.0115 |
| MMLU | acc | ↑ | 0.2699 ± 0.0037 | 0.2295 ± 0.0035 |
| HellaSwag | acc | ↑ | 0.2560 ± 0.0044 | 0.2603 ± 0.0044 |
| WinoGrande | acc | ↑ | 0.4720 ± 0.0140 | 0.4941 ± 0.0141 |
| Lambada (OpenAI) | acc | ↑ | 0.0000 ± 0.0000 | 0.0000 ± 0.0000 |
| Lambada (OpenAI) | perplexity | ↓ | 3033175.2693 ± 288926.5827 | 2025523.7766 ± 164221.8893 |
| Lambada (Std) | acc | ↑ | 0.0000 ± 0.0000 | 0.0000 ± 0.0000 |
| Lambada (Std) | perplexity | ↓ | 27067951.3460 ± 2710040.191 | 12959844.9407 ± 1160155.0647 |
| BLiMP | acc | ↑ | 0.5194 ± 0.0018 | 0.5520 ± 0.0017 |