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Tool Calling on BFCL Multiple

92.5AccuracyFull-FT
43.6256.316981.69Mar 3, 2026

Evaluation results

MethodLinks
Full-FTBackbone=Qwen3-14B-Base, Decode Execution=Independent2026.0392.5
SUNBackbone=Qwen3-14B-Base, Decode Execution=Shared2026.0392.5
Full-FTBackbone=Qwen3-8B-Base, Decode Execution=Independent2026.0392
SUNBackbone=Qwen3-8B-Base, Decode Execution=Shared2026.0391.5
SUNBackbone=LLaMA3.1-8B, Decode Execution=Shared2026.0390.5
Full-FTBackbone=Qwen3-1.7B-Base, Decode Execution=Independent2026.0390
SUNBackbone=Qwen3-1.7B-Base, Decode Execution=Shared2026.0389
Full-FTBackbone=LLaMA3.1-8B, Decode Execution=Independent2026.0388
Qwen3-8B-BaseDecode Execution=N/A2026.0380
Qwen3-14B-BaseDecode Execution=N/A2026.0377
Qwen3-1.7B-BaseDecode Execution=N/A2026.0360
LLaMA3.1-8BDecode Execution=N/A2026.0345.5