chunk_content: se the push_to_hub() method to upload these parameters directly to the Hugging Face Hub
  (as shown in the Image classification using LoRA task guide).
  
  
  	Copied
  model_id = "segformer-scene-parse-150-lora"
  lora_model.save_pretrained(model_id)
  We can see that the LoRA-only parameters are just 2.2 MB in size! This greatly improves the portability when using very large models.
  
  
  	Copied
  !ls -lh {model_id}
  total 2.2M
  -rw-r--r-- 1 root root  369 Feb  