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Benchmarks
Training and Verification System Efficiency on Llama 3.1 8B (2048 samples)
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62.8
Training Time (s)
Baseline
60.72
74.76
88.8
102.84
Mar 8, 2026
Training Time (s)
Overhead (%)
Storage (GB)
Preparation Time (s)
Verification Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Training Time (s)
Overhead (%)
Storage (GB)
Preparation Time (s)
Verification Time (s)
Baseline
Block Size=-
2026.03
62.8
-
-
-
-
AFTUNE
Block Size=BL = 4, BS...
2026.03
74
18
131.3
24.5
76.2
AFTUNE
Block Size=BL = 4, BS = 8
2026.03
76.1
21
146.2
15.1
48.2
AFTUNE
Block Size=BL = 2, BS = 4
2026.03
85.7
36
201
7.3
21
Step TEE
Block Size=-
2026.03
114.8
83
333.3
78
1
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