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Multi-step LLM Interaction on Qwen3-1.7B 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
Updated 4d ago
Evaluation Results
Method
Method
Links
High-Precision Ratio
Success Rate
GHC
BF16
Precision=BF16
2026.02
100
69.4
14.9
Random@80%
Sampling Ratio=80%
2026.02
80
65.7
14
Random@60%
Sampling Ratio=60%
2026.02
60
61.9
12.33
Random@40%
Sampling Ratio=40%
2026.02
40
60.5
15
Router(Ours)
Routing=Dynamic Mix Pr...
2026.02
20.5
59
21.95
Random@20%
Sampling Ratio=20%
2026.02
20
56.2
8.5
GPTQ-Int4
Quantization=4-bit
2026.02
0
54.5
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