Feature/finetune refactor

[benjaminye]

This PR creates abstraction for finetune and inference that does finetuning on a base model and does inference on eval/test set.

• Created abstract classes and methods for finetune and inference
• Implemented abstract methods for LoRA
• Refactored toolkit.py to use finetune and inference modules defined by their respective abstract classes
• Removed old code