Feature/vertex ai fine tuning #12835
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- Add supervised fine-tuning module with job creation, monitoring, and validation - Add online prediction module for custom Vertex AI endpoints - Integrate both modules with main LiteLLM API - Add fine-tuning constants and model definitions - Create comprehensive examples and documentation - Add web-based data validation interface - Update implementation plan with completed features - Update .gitignore with comprehensive development artifacts
- Add upstream synchronization rules and git workflow guidelines - Include Python and JAX best practices - Add code quality standards and documentation requirements - Include project-specific rules for Vertex AI integration - Add maintenance tasks and troubleshooting guidelines - Include security and privacy best practices
- Complete validation of code quality and standards - Comprehensive testing and documentation review - Security and best practices assessment - Performance and compatibility evaluation - Final approval for PR submission
- Remove unused imports (F401): json, httpx, typing.Union, etc. - Remove unused variables (F841): vertex_ai_project, vertex_ai_location - Remove print statements (T201): Replace with proper assertions in tests - Clean up test files: Remove unused imports and print statements - Maintain all functionality while ensuring code quality All files now pass linting checks and compile successfully.
- Add typing.Optional import to minimal_test.py - Add json import to transformation.py for error handling - Resolves remaining F821 undefined name errors
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- Remove inheritance from VertexLLM to avoid signature conflicts - Use composition pattern with vertex_llm instance for authentication - Simplify completion method signature to match expected interface - Resolves MyPy type checking errors while maintaining functionality
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Title
Relevant issues
Pre-Submission checklist
Please complete all items before asking a LiteLLM maintainer to review your PR
tests/litellm/directory, Adding at least 1 test is a hard requirement - see detailsmake test-unitType
🆕 New Feature
🐛 Bug Fix
🧹 Refactoring
📖 Documentation
🚄 Infrastructure
✅ Test
Changes