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Communication Cost Analysis on LLaVA 1.5
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97.268
Total Latency (s)
RD-FSQ
-169.79824
1,632.89888
3,435.596
5,238.29312
Nov 28, 2025
Total Latency (s)
Total Data Volume (GB)
Average Latency (s)
Average Data Volume (MB)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Total Latency (s)
Total Data Volume (GB)
Average Latency (s)
Average Data Volume (MB)
RD-FSQ
Bit=2-bit
2025.11
97.268
133.33
0.558
782.8
QLoRA
Bit=2-bit
2025.11
131.872
177.01
0.756
1,039.17
RD-FSQ
Bit=3-bit
2025.11
177.558
197.98
1.018
1,162.25
QLoRA
Bit=4-bit
2025.11
218.56
306.26
1.254
1,798.07
QLoRA
Bit=3-bit
2025.11
235.404
241.63
1.35
1,418.62
RD-FSQ
Bit=4-bit
2025.11
241.993
262.6
1.387
1,541.71
Original Model
Bit=16-bit
2025.11
6,773.924
1,038.47
38.839
6,095.12
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