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[BFCL] Add empower functions models and the supporting handler #630

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dyang415
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Thanks for the great benchmark @HuanzhiMao!

Create this PR to add the empower functions v1.1 model series models:

  • Register empower functions model series
  • Add empower_handler.py in support of running the newly added models
  • Update vllm to 0.5.5 in support of Llama 3.1 based models

Evaluation result:

Rank Overall Acc Model AST Summary Exec Summary Irrelevance Detection Relevance Detection
1 86.92% Empower-Fucntions-Large-v1.1 (FC) 82.55% 92.57% 78.51% 90.24%
2 83.89% Empower-Fucntions-Small-v1.1 (FC) 77.45% 89.43% 82.69% 85.37%

@dyang415
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Hi @HuanzhiMao can you please take a look when you get a chance? Appreciate it!

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