Text Compression Efficiency on PwC
146Decoding Speed (KB/s)TextEconomizer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TextEconomizer#Params=86M, Token%=202026.06 | 146 | 5.39 | 7.22 | 3.61 | |
| LLaMAFormer#Params=50M, Token%=202026.06 | 133 | 5.39 | 8.83 | 4.42 | |
| TextEconomizer#Params=86M, Token%=502026.06 | 121 | 3.86 | 7.35 | 3.68 | |
| LLaMAFormer#Params=50M, Token%=502026.06 | 107 | 3.86 | 8.97 | 4.48 | |
| TextEconomizer#Params=86M, Token%=1002026.06 | 75 | — | 7.58 | 3.79 | |
| LLaMAFormer#Params=50M, Token%=1002026.06 | 60 | — | 9.2 | 4.6 | |
| NUGGET#Params=602M, Token%=102026.06 | 38 | 10 | 85.48 | 42.74 | |
| AutoEncoder#Params=67M, Token%=1002026.06 | 5 | 67 | 13.27 | 6.64 |