Update README.md

README.md

@@ -11,6 +11,42 @@ model-index:
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
+#dataset used: polinaeterna/pokemon-blip-captions
+
+#code
+```python
+
+from transformers import AutoProcessor, AutoModelForCausalLM
+import torch
+from PIL import Image
+import requests
+
+#Preprocess the dataset
+#Since the dataset has two modalities (image and text), the pre-processing pipeline will preprocess images and the captions.
+#To do so, load the processor class associated with the model you are about to fine-tune.
+
+from transformers import AutoProcessor
+
+checkpoint = "microsoft/git-base"
+processor = AutoProcessor.from_pretrained(checkpoint)
+
+device = "cuda" if torch.cuda.is_available() else "cpu"
+
+model_name = "kr-manish/git-base-pokemon"  # Replace with your actual username and model name
+model = AutoModelForCausalLM.from_pretrained(model_name).to(device)
+
+url =  "https://huggingface.co/datasets/sayakpaul/sample-datasets/resolve/main/pokemon.png"  # Replace with the URL of your image
+image = Image.open(requests.get(url, stream=True).raw)
+inputs = processor(images=image, return_tensors="pt").to(device)
+
+generated_ids = model.generate(pixel_values=inputs.pixel_values, max_length=50)
+generated_caption = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
+print(generated_caption)
+
+#a pink and purple pokemon character with big eyes
+
+```
+
 # git-base-pokemon
 
 This model is a fine-tuned version of [microsoft/git-base](https://huggingface.co/microsoft/git-base) on an unknown dataset.