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Language Modeling on PubMed OOD from The Pile
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12.61
Perplexity
ASEntmax
12.3852
13.9026
15.42
16.9374
Jun 19, 2025
Perplexity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Perplexity
ASEntmax
Context Length=8K
2025.06
12.61
Entmax
Context Length=8K
2025.06
12.86
ASEntmax
Context Length=16K
2025.06
12.9
Entmax
Context Length=16K
2025.06
13.02
SSMax
Context Length=8K
2025.06
13.75
SSMax
Context Length=16K
2025.06
14.72
ASEntmax
Context Length=4K
2025.06
14.76
Entmax
Context Length=4K
2025.06
14.79
SSMax
Context Length=4K
2025.06
15.14
Softmax
Context Length=8K
2025.06
15.31
Softmax
Context Length=4K
2025.06
15.59
Softmax
Context Length=16K
2025.06
18.23
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