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
The transformers service provider is not working correctly and needs significant improvements to match the functionality of other providers.
Current State
Problems Identified
Desired Improvements
Technical Details
src/services/providers/transformers_service_provider.py:29Acceptance Criteria