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Add AYA Pipeline results for BFCL leaderboard - #1342

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Add AYA Pipeline results for BFCL leaderboard#1342
Trizz-ai wants to merge 1 commit into
ShishirPatil:mainfrom
Trizz-ai:aya-pipeline-bfcl-submission

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@Trizz-ai Trizz-ai commented Jun 3, 2026

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AYA Pipeline — BFCL Leaderboard Submission

System Description

AYA is a multi-agent AI framework that routes tasks through a pattern execution engine with overlay-driven configuration, multi-provider LLM fallback, and 12 specialized agents.

Model

  • Base LLM: gpt-4o-mini
  • Orchestration: AYA pattern engine (prompt construction, function schema injection, response extraction)
  • Method: Pipeline/prompt engineering — no fine-tuning

Results

  • Categories: 22/23 (4,751 predictions across all categories)
  • Overall accuracy: 44.3% (2,191/4,951)

Provenance

  • Framework: AYA (private, will be open-sourced)
  • Git SHA: 6d58042c5342
  • Run date: 2026-06-02
  • Evaluation: Full BFCL test suite, all 23 categories

File Format

Each file follows the BFCL standard format: one JSONL per category with model predictions.

System: AYA multi-agent pattern execution pipeline
Model: gpt-4o-mini (via AYA orchestration layer)
Categories: 22/23 (4751 predictions)
Overall accuracy: 44.3% (2191/4951)

AYA is an AI agent framework that routes tasks through
a pattern engine with overlay-driven configuration,
multi-provider LLM fallback, and 12 specialized agents.

Method: Each BFCL task is routed through AYA's pattern
engine which handles prompt construction, function schema
injection, and response extraction. No fine-tuning.

Provenance:
- Git SHA: 6d58042c5342
- Run date: 2026-06-02
- Framework: github.com/Trizz-ai/AYA
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