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Benchmarks
Mathematical Reasoning on GSM8K 20 (test)
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1.39
Speedup (x)
SWIFT
0.9532
1.0666
1.18
1.2934
Feb 5, 2026
Speedup (x)
Acceptance Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Speedup (x)
Acceptance Rate
SWIFT
Model=LLaMA-2-70B, Dec...
2026.02
1.39
98
SDFP
Model=LLaMA-2-70B, Dec...
2026.02
1.37
95
SDFP
Model=LLaMA-2-13B, Dec...
2026.02
1.36
95
Lookahead Decoding
Model=LLaMA-2-70B, Dec...
2026.02
1.35
-
SWIFT
Model=LLaMA-2-13B, Dec...
2026.02
1.31
98
Lookahead Decoding
Model=LLaMA-2-13B-Chat...
2026.02
1.31
-
Lookahead Decoding
Model=LLaMA-2-13B, Dec...
2026.02
1.29
-
SDFP
Model=LLaMA-2-13B-Chat...
2026.02
1.27
92
SWIFT
Model=LLaMA-2-13B-Chat...
2026.02
1.25
92
VANILLA
Model=LLaMA-2-13B, Dec...
2026.02
1
-
VANILLA
Model=LLaMA-2-13B-Chat...
2026.02
1
-
VANILLA
Model=LLaMA-2-70B, Dec...
2026.02
1
-
Parallel Decoding
Model=LLaMA-2-13B, Dec...
2026.02
0.99
-
Parallel Decoding
Model=LLaMA-2-13B-Chat...
2026.02
0.97
-
Parallel Decoding
Model=LLaMA-2-70B, Dec...
2026.02
0.97
-
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