Update README.md

README.md

@@ -6,7 +6,7 @@ tags:
 - 'LLaMA '
 - MultiModal
 ---
-*This is a Hugging Face friendly Model, the original can be found https://huggingface.co/liuhaotian/llava-llama-2-13b-chat-preview*
+*This is a Hugging Face friendly Model, the original can be found at https://huggingface.co/liuhaotian/llava-llama-2-13b-chat-preview*
 <br>
 # LLaVA 13B Model Card
 
@@ -50,16 +50,21 @@ usage is as follows
 
 ```python
 from transformers import LlavaProcessor, LlavaLlamaForCausalLM
+
 PATH_TO_CONVERTED_WEIGHTS = "shauray/Llava-Llama-2-13B-hf"
+
 model = LlavaLlamaForCausalLM.from_pretrained(PATH_TO_CONVERTED_WEIGHTS)
 processor = LlavaProcessor.from_pretrained(PATH_TO_CONVERTED_TOKENIZER)
+
 url = "https://llava-vl.github.io/static/images/view.jpg"
 image = Image.open(requests.get(url, stream=True).raw).convert("RGB")
 prompt = "How would you best describe the image given?"
 inputs = processor(text=prompt, images=image, return_tensors="pt")
+
 # Generate
 generate_ids = model.generate(**inputs, max_length=30)
 tokenizer.batch_decode(generate_ids, skip_special_tokens=True)[0]
+
 """The photograph shows a wooden dock floating on the water, with mountains in the background. It is an idyllic scene that captures both
 nature and human-made structures at their finest moments of beauty or tranquility depending upon one's perspective as they gaze into it"""
 ```