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Add end-to-end Sanskrit poetry verifier #4

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Add end-to-end Sanskrit poetry verifier #4

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  • Implements dataset generation for Sanskrit poetry prompts with specified meters and topics.
  • Uses gpt-4o to generate verses and a o4-mini for semantic grading to reduce reward hacking.
  • Verifies meter using chandas library with robust Devanagari-to-IAST normalization.
  • Extracts verse lines from LLM output, analyzes meter, syllables, and semantic quality.
  • Saves and analyzes results, including meter-wise performance statistics.
  • Provides a reproducible evaluation pipeline for Sanskrit metrical poetry generation.

Sample output is as shown.

test_output

@mycpuorg
Add end-to-end Sanskrit poetry verifier
1e234b7 
- Implements dataset generation for Sanskrit poetry prompts with specified meters and topics.
- Uses OpenAI LLM to generate verses and a separate "thinking" model for semantic grading to reduce reward hacking.
- Verifies meter using chandas library with robust Devanagari-to-IAST normalization.
- Extracts verse lines from LLM output, analyzes meter, syllables, and semantic quality.
- Saves and analyzes results, including meter-wise performance statistics.
- Provides a reproducible evaluation pipeline for Sanskrit metrical poetry generation.
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