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Language Modeling on Specialized Corpora (MIMIC-III, FinGPT, Asylex)
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8.25
Perplexity (MIMIC-III)
Nirvana
8.2088
8.4869
8.765
9.0431
Oct 30, 2025
Perplexity (MIMIC-III)
Perplexity (FinGPT)
Perplexity (Asylex)
Average Perplexity
Updated 9d ago
Evaluation Results
Method
Method
Links
Perplexity (MIMIC-III)
Perplexity (FinGPT)
Perplexity (Asylex)
Average Perplexity
Nirvana
Fine-tuning=3 epochs,...
2025.10
8.25
7.88
7.22
7.78
Gated DeltaNet
Fine-tuning=3 epochs,...
2025.10
9.02
9.72
8.89
9.21
Mamba2
Fine-tuning=3 epochs,...
2025.10
9.13
9.97
9.07
9.39
Nirvana-noTrigger
Fine-tuning=3 epochs,...
2025.10
9.19
9.87
8.84
9.3
Samba
Fine-tuning=3 epochs,...
2025.10
9.27
9.5
8.74
9.17
Transformer++
Fine-tuning=3 epochs,...
2025.10
9.28
10.7
8.82
9.6
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