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ResearchFormerly WizWand

Lossless Compression on enwik9 (test)

0.722Bits per ByteLlama3*†
0.647281.151641.6562.16036Feb 25, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Llama3*†#Params=8B, MACs=7.80G, Speed (KB/s)=20‡, Multi Modal=true2026.020.722
RWKV*†#Params=7B, MACs=7.19G, Speed (KB/s)=86‡, Multi Modal=true2026.020.774
NNCP†#Params=N/A, MACs=187M, Speed (KB/s)=1.6, Multi Modal=false2026.020.853
CMIX†#Params=N/A, MACs=N/A, Speed (KB/s)=4, Multi Modal=false2026.020.879
OmniZip-L#Params=152M, MACs=56.0M, Speed (KB/s)=420‡, Multi Modal=true2026.020.98
OmniZip-M#Params=38M, MACs=18.2M, Speed (KB/s)=1015‡, Multi Modal=true2026.021.009
tszip†#Params=169M, MACs=131M, Speed (KB/s)=180, Multi Modal=false2026.021.083
L3TC†#Params=12M, MACs=13.0M, Speed (KB/s)=580, Multi Modal=false2026.021.281
OmniZip-S#Params=4.8M, MACs=3.88M, Speed (KB/s)=1223‡, Multi Modal=true2026.021.37
bzip2†#Params=N/A, MACs=N/A, Speed (KB/s)=3300′, Multi Modal=true2026.022.082
zstd†#Params=N/A, MACs=N/A, Speed (KB/s)=11000′, Multi Modal=true2026.022.364
gzip†#Params=N/A, MACs=N/A, Speed (KB/s)=14500′, Multi Modal=true2026.022.59