Unbias pretrained

[AhmedRadwan02]

Summary

Changing the model to Qwen3-8B Fine-tuned on our dataset, and adjusting prompts and tests accordingly.

Clickup Ticket(s): Link(s) if applicable.

Type of Change

• ✨ New feature (non-breaking change that adds functionality)
• 📝 Documentation update

Changes Made

• Changes in src corde [e.g Model, Schema, Prompt..]
• Changes in tests [Schema, Prompt]
• Linking git in docs

Testing

• Tests pass locally (uv run pytest tests/)
• Type checking passes (uv run mypy <src_dir>)
• Linting passes (uv run ruff check src_dir/)
• Manual testing performed (describe below)

Manual testing details:
Testing CLI and Serve done and working

Checklist

• Code follows the project's style guidelines
• Self-review of code completed
• Documentation updated (if applicable)
• No sensitive information (API keys, credentials) exposed