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Multi-step LLM Interaction on Qwen3-4B Inference Performance (test)
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100
High-Precision Ratio
BF16
-4
23
50
77
Feb 2, 2026
High-Precision Ratio
Success Rate
GHC Score
Updated 4d ago
Evaluation Results
Method
Method
Links
High-Precision Ratio
Success Rate
GHC Score
BF16
Precision=BF16
2026.02
100
93.3
15.7
Random@80%
Sampling Ratio=80%
2026.02
80
90.3
15.88
Random@60%
Sampling Ratio=60%
2026.02
60
88.8
18.67
Random@40%
Sampling Ratio=40%
2026.02
40
81.1
8.75
Random@20%
Sampling Ratio=20%
2026.02
20
78.1
2.5
Router(Ours)
Routing=Dynamic Mix Pr...
2026.02
8.6
81.3
43.02
GPTQ-3Bit
Quantization=3-bit
2026.02
0
77.6
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