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Language Modeling on 1 Billion Word Benchmark 1.0 (test)
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28
Test Perplexity (10 epochs)
High-Budget MoE Model
27.732
29.541
31.35
33.159
Jan 23, 2017
Test Perplexity (10 epochs)
Test Perplexity (100 epochs)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Test Perplexity (10 epochs)
Test Perplexity (100 epochs)
High-Budget MoE Model
#Parameters excluding...
2017.01
28
-
Medium-Budget MoE Model
#Parameters excluding...
2017.01
31.3
-
Low-Budget MoE Model
#Parameters excluding...
2017.01
34.1
-
Best Published Results (Jozefowicz et al., 2016)
#Parameters excluding...
2017.01
34.7
30.6
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