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Description
The transformers service provider is not working correctly and needs significant improvements to match the functionality of other providers.
Current State
- Transformers provider exists but has issues
- Response generation is not working properly
- Inconsistent behavior compared to OpenAI provider
Problems Identified
- Response parsing issues
- Model loading problems
- Memory management issues
- Inconsistent output format
- Performance problems
Desired Improvements
- Fix response parsing and formatting
- Improve model loading and caching
- Optimize memory usage
- Ensure consistent output format
- Add proper error handling
- Implement better model selection
Technical Details
- File:
src/services/providers/transformers_service_provider.py:29 - Uses Hugging Face transformers library
- Needs GPU/CPU optimization
- Memory management for large models
Acceptance Criteria
- Fix response parsing issues
- Implement proper model loading
- Add memory optimization
- Ensure consistent output format
- Add comprehensive error handling
- Test with different model sizes
- Benchmark performance improvements