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ResearchFormerly WizWand

Lossless Compression on Spider (test)

0.723bits/ByteRWKV*†
0.658881.091691.52451.95731Feb 25, 2026
Updated 8mo ago

Evaluation results

MethodLinks
RWKV*†#Params=7B, MACs=7.19G, Speed (KB/s)=86‡, Multi Modal=true2026.020.723
tszip†#Params=169M, MACs=131M, Speed (KB/s)=180, Multi Modal=false2026.020.768
Llama3*†#Params=8B, MACs=7.80G, Speed (KB/s)=20‡, Multi Modal=true2026.020.77
NNCP†MACs=187M, Speed (KB/s)=1.6, Multi Modal=false2026.021.033
CMIX†Speed (KB/s)=4, Multi Modal=false2026.021.056
OmniZip-L#Params=152M, MACs=56.0M, Speed (KB/s)=420‡, Multi Modal=true2026.021.243
OmniZip-M#Params=38M, MACs=18.2M, Speed (KB/s)=1015‡, Multi Modal=true2026.021.298
OmniZip-S#Params=4.8M, MACs=3.88M, Speed (KB/s)=1223‡, Multi Modal=true2026.021.32
zstd†Speed (KB/s)=11000′, Multi Modal=true2026.022.258
L3TC†#Params=12M, MACs=13.0M, Speed (KB/s)=580, Multi Modal=false2026.022.27
gzip†Speed (KB/s)=14500′, Multi Modal=true2026.022.289
bzip2†Speed (KB/s)=3300′, Multi Modal=true2026.022.326