Unconditional Text Generation on OpenWebText clean accepted set, length-matched
14.4c-PPLHuman (BBC)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Human (BBC)2026.07 | 14.4 | 0.89 | 61 | 99 | 5 | |
| ELF-MModel Size=342M, Configuration=base, Steps=64, Lambda=22026.07 | 25.4 | 0.92 | 55 | 97 | 7 | |
| ACE (ELF-M)Model Size=342M, Configuration=steer, Steps=64, Lambda=22026.07 | 26.1 | 0.92 | 56 | 98 | 10 | |
| ELF-LModel Size=652M, Configuration=base, Steps=64, Lambda=22026.07 | 26.2 | 0.91 | 56 | 98 | 7 | |
| ELF-BModel Size=105M, Configuration=base, Steps=64, Lambda=22026.07 | 27.7 | 0.9 | 53 | 97 | 9 | |
| ACE (ELF-L)Model Size=652M, Configuration=steer, Steps=64, Lambda=22026.07 | 28.5 | 0.91 | 58 | 98 | 10 | |
| ACE (ELF-B)Model Size=105M, Configuration=steer, Steps=64, Lambda=22026.07 | 30.6 | 0.9 | 53 | 97 | 15 |