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Language Modeling on Wiki2 and C4
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5.5
Perplexity (Wiki2)
LLaMA2
5.332
6.466
7.6
8.734
Aug 9, 2025
Perplexity (Wiki2)
Perplexity (C4)
Average Perplexity
Updated 15d ago
Evaluation Results
Method
Method
Links
Perplexity (Wiki2)
Perplexity (C4)
Average Perplexity
LLaMA2
Size=7B, Bit=16
2025.08
5.5
7.3
6.4
MoS
Size=7B, Bit=1.01
2025.08
7.9
9.8
8.8
BinaryLLM
Size=7B, Bit=1.01
2025.08
8.7
9.7
9.2
FBI-LLM
Size=7B, Bit=1.01
2025.08
9.1
10.5
10.3
OneBit-LLaMA2
Size=7B, Bit=1.01
2025.08
9.7
11.1
10.4
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