Enhance serve.py with fine-tuning job management, including job creation, status tracking, and training process in a separate thread. Update serve_test.py to include a test for fine-tuning functionality. Modify .gitignore to exclude model files. This update improves model training capabilities and API integration.

Enhance serve.py to handle additional content types by converting dictionary text and joining list items. Update train.py to replace FastLanguageModel with FastModel and LiteLLMModel, streamline model loading, and adjust dataset preparation logic. Modify config.yaml to change max_samples for testing and add provider information for model configuration.

Add serve_test.py for testing chat completion functionality with the OpenAI client. Update serve.py to use FastModel for improved performance and adjust input handling for optional image processing. Include debugging output for better error tracking.

Update requirements.txt to include sse-starlette dependency, enhance serve.py with additional imports for FastLanguageModel and FastVisionModel, and refactor train.py for improved organization and memory tracking during model training.

Add serve.py for model deployment and API integration, update requirements.txt for smolagents with vllm support, and enhance .gitignore to exclude memory snapshot files. Additionally, implement testing configuration in config.yaml and modify train.py for memory tracking and model saving in VLLM format.