| language-modelling-on-enwiki8 | Mogrifier LSTM | #29 | Bit per Character (BPC): 1.146Number of params: 48M |
| language-modelling-on-enwiki8 | LSTM | #30 | Bit per Character (BPC): 1.195Number of params: 48M |
| language-modelling-on-hutter-prize | Mogrifier LSTM + dynamic eval | #3 | Bit per Character (BPC): 0.988Number of params: 96M |
| language-modelling-on-hutter-prize | Mogrifier LSTM | #12 | Bit per Character (BPC): 1.122Number of params: 96M |
| language-modelling-on-penn-treebank-character | Mogrifier LSTM + dynamic eval | #1 | Bit per Character (BPC): 1.083Number of params: 24M |
| language-modelling-on-penn-treebank-character | Mogrifier LSTM | #2 | Bit per Character (BPC): 1.120Number of params: 24M |
| language-modelling-on-penn-treebank-word | Mogrifier LSTM + dynamic eval | #4 | Test perplexity: 44.9Validation perplexity: 44.8Params: 24M |
| language-modelling-on-wikitext-2 | Mogrifier LSTM + dynamic eval | #11 | Test perplexity: 38.6Validation perplexity: 40.2Number of params: 35M |
| language-modelling-on-wikitext-2 | Mogrifier LSTM | #21 | Test perplexity: 55.1Validation perplexity: 57.3Number of params: 35M |