Update README.md

Update README.md

Merge pull request #48 from ExponentialML/feat/temporal-lora

Add Full Lora Training

Merge pull request #26 from ExponentialML/version/version2

Text To Video Finetuning Version 2

## Changes and Updates
- [x] High quality VRAM config.
- [x]  Add text encoder training.
- [x] Allow training on low vram systems.
- [x] Allow single image training.
- [x] Train with image captions.
- [x] Train with video captions in folder.
- [x] Gradient checkpointing support.
- [x] Time agnostic training.
- [x] Add aspect ratio bucketing.
- [x] Verify installation.
- [x] Add hybrid LoRA for training.
- [x] Add latent caching.
- [x] Add optimizer agnostic settings in config.  
- [x] Soup up unet finetuner for readability and efficiency. 
- [x]  Update README to reflect training.