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Benchmarks
Language Generation on WikiText-2 (test)
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3.319
Perplexity
OPTQ
-6.29744
58.61353
123.5245
188.43547
Jul 25, 2023
Jan 7, 2024
Jun 22, 2024
Dec 6, 2024
May 22, 2025
Nov 5, 2025
Apr 21, 2026
Perplexity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Perplexity
OPTQ
WBits=16
2023.07
3.319
QuIP
WBits=16
2023.07
3.319
QuIP
WBits=4
2023.07
3.531
OPTQ
WBits=4
2023.07
3.596
QuIP
WBits=3
2023.07
3.853
OPTQ
WBits=3
2023.07
4.907
FP16
Bits=-, Backbone=LLAMA...
2026.04
5.47
QuIP
WBits=2
2023.07
6.326
BWA
Bits=W(1+1)A4, Backbon...
2026.04
8.89
LBLLM
Bits=W(1+1)A4, Backbon...
2026.04
9.18
CBQ
Bits=W4A4, Backbone=LL...
2026.04
11.32
ARB-LLM
Bits=W(1+1)A4, Backbon...
2026.04
19.14
BiLLM
Bits=W(1+1)A4, Backbon...
2026.04
32.48
QuaRot
Bits=W2A4, Backbone=LL...
2026.04
49.98
OPTQ
WBits=2
2023.07
123.908
BWA w/o C
Bits=W(1+1)A4, Backbon...
2026.04
243.73
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