Lossless Compression on enwik8 100 MB
0.939bpbNacrith
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NacrithModel type=SmolLM2 + mixing, Params=135M, GPU=optional, Self-cont.=—, Category=LLM2026.04 | 0.939 | — | |
| FineZipModel type=LLaMA-3-8B, Params=8B, GPU=✓, Self-cont.=—, Category=LLM2026.04 | 1.024 | — | |
| ts_zipModel type=RWKV-169M, Params=169M, GPU=optional, Self-cont.=—, Category=LLM2026.04 | 1.11 | — | |
| CMIX v21Model type=LSTM + mixing, Params=∼50M, GPU=optional, Self-cont.=✓, Category=context mix2026.04 | 1.17 | 1 | |
| NNCP v3Model type=Transformer-XL, Params=online, GPU=optional, Self-cont.=✓, Category=online neural2026.04 | 1.19 | 1 | |
| PAQ8pxModel type=context mixing, Params=—, GPU=—, Self-cont.=✓, Category=context mix2026.04 | 1.27 | 1 | |
| Delétang et al.Model type=Chinchilla, Params=70B, GPU=✓, Self-cont.=—, Category=LLM2026.04 | 1.6 | — | |
| xz (LZMA2)Model type=—, Params=—, GPU=—, Self-cont.=✓, Category=dictionary2026.04 | 1.989 | 10 | |
| StateSMixModel type=Mamba SSM, Params=online, GPU=—, Self-cont.=✓, Category=online neural2026.04 | 2.13 | 700 | |
| bzip2Model type=—, Params=—, GPU=—, Self-cont.=✓, Category=BWT+Huffman2026.04 | 2.321 | 50 | |
| gzip (DEFLATE)Model type=—, Params=—, GPU=—, Self-cont.=✓, Category=dictionary2026.04 | 2.916 | — |