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Benchmarks
Model Compression Time on Llama 8B 3.1
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19
Compression Time
UniQL
-46.08
393.21
832.5
1,271.79
Dec 3, 2025
Compression Time
Updated 1mo ago
Evaluation Results
Method
Method
Links
Compression Time
UniQL
+FT=false, +PTQ=false
2025.12
19
SVD-LLM
+FT=false, +PTQ=false
2025.12
35
UniQL
+FT=true, +PTQ=false
2025.12
659
MoDeGPT
+FT=false, +PTQ=false
2025.12
703
UniQL
+FT=true, +PTQ=true
2025.12
743
SVD-LLM
+FT=true, +PTQ=false
2025.12
1,625
SVD-LLM
+FT=true, +PTQ=true
2025.12
1,646
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