benchmark_report.txt

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COUNSELOR MODEL BENCHMARK REPORT
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PERFORMANCE COMPARISON:
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LENGTH_SCORE:
  Base Model:      0.809 (±0.153)
  Fine-tuned Model: 0.840 (±0.174)
  Improvement:      +3.8%

QUESTION_SCORE:
  Base Model:      0.660 (±0.474)
  Fine-tuned Model: 0.850 (±0.357)
  Improvement:      +28.8%

SUPPORT_SCORE:
  Base Model:      0.248 (±0.184)
  Fine-tuned Model: 0.088 (±0.124)
  Improvement:      -64.5%

EMPATHY_SCORE:
  Base Model:      0.262 (±0.086)
  Fine-tuned Model: 0.152 (±0.114)
  Improvement:      -42.0%

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OVERALL PERFORMANCE:
  Base Model:       0.495
  Fine-tuned Model: 0.483
  Overall Improvement: -2.5%
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