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Benchmarks
Common-sense Reasoning on 5 common-sense reasoning tasks Llama-2-13B
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67.81
Accuracy
FP16
52.99
56.8375
60.685
64.5325
Jul 10, 2024
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
FP16
Bits=16, Group=-, Eval...
2024.07
67.81
EfficientQAT
Bits=3, Group=128, Eva...
2024.07
67.28
AutoRound
Bits=3, Group=128, Eva...
2024.07
66.68
QuIP#
Bits=3, Group=-, Evalu...
2024.07
66.26
GPTQ
Bits=3, Group=128, Eva...
2024.07
66.18
OmniQ
Bits=3, Group=128, Eva...
2024.07
66.18
AWQ
Bits=3, Group=128, Eva...
2024.07
66.14
RTN
Bits=3, Group=128, Eva...
2024.07
65.77
EfficientQAT
Bits=2, Group=64, Eval...
2024.07
64.48
QuIP#
Bits=2, Group=-, Evalu...
2024.07
64.44
EfficientQAT
Bits=2, Group=128, Eva...
2024.07
63.88
AQLM
Bits=2, Group=2x8, Eva...
2024.07
62.22
DB-LLM
Bits=2, Group=64, Eval...
2024.07
61.61
AutoRound
Bits=2, Group=128, Eva...
2024.07
60.72
OmniQ
Bits=2, Group=128, Eva...
2024.07
53.56
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