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Benchmarks
Multi-modal Reasoning on Science QA v1.3-13B (test)
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8.9
Time
AWQ
8.576
10.763
12.95
15.137
Oct 10, 2024
Time
Accuracy
Memory
Updated 3d ago
Evaluation Results
Method
Method
Links
Time
Accuracy
Memory
AWQ
Bitwidth=W4A4, Backbon...
2024.10
8.9
77.91
11.2
Q-VLM
Bitwidth=W4A4, Backbon...
2024.10
8.9
80.78
9.6
AWQ
Bitwidth=W8A8, Backbon...
2024.10
11.2
88.94
17.2
Q-VLM
Bitwidth=W8A8, Backbon...
2024.10
11.2
89.82
15.7
AWQ
Bitwidth=FP, Backbone=...
2024.10
12.9
90
24
QLORA
Bitwidth=W8A8, Backbon...
2024.10
16.7
89.32
16.5
QLORA
Bitwidth=W4A4, Backbon...
2024.10
17
78.64
10.7
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