Update README.md

README.md

@@ -35,3 +35,49 @@ This is the model card of a 🤗 transformers model that has been pushed on the
 - **Language(s) (NLP):** Russian
 - **License:** Apache-2.0
 - **Finetuned from model [optional]:** Idefics2
+
+# How to Get Started
+
+This section shows snippets of code for generation for `idefics2-8b-base` and `idefics2-8b`. The codes only differ by the input formatting. Let's first define some common imports and inputs.
+
+```python
+import requests
+import torch
+from PIL import Image
+from io import BytesIO
+
+from transformers import AutoProcessor, AutoModelForVision2Seq
+from transformers.image_utils import load_image
+
+DEVICE = "cuda:0"
+
+image1 = load_image("https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg")
+image2 = load_image("https://cdn.britannica.com/59/94459-050-DBA42467/Skyline-Chicago.jpg")
+image3 = load_image("https://cdn.britannica.com/68/170868-050-8DDE8263/Golden-Gate-Bridge-San-Francisco.jpg")
+
+processor = AutoProcessor.from_pretrained("GeorgeBredis/ruIdefics2-ruLLaVA-merged")
+model = AutoModelForVision2Seq.from_pretrained(
+    "GeorgeBredis/ruIdefics2-ruLLaVA-merged",
+).to(DEVICE)
+
+# Create inputs
+messages = [
+    {
+        "role": "user",
+        "content": [
+            {"type": "image"},
+            {"type": "text", "text": "Что изображено на данной картинке?"},
+        ]
+    }
+]
+prompt = processor.apply_chat_template(messages, add_generation_prompt=True)
+inputs = processor(text=prompt, images=[image1, image2], return_tensors="pt")
+inputs = {k: v.to(DEVICE) for k, v in inputs.items()}
+
+
+generated_ids = model.generate(**inputs, max_new_tokens=500)
+generated_texts = processor.batch_decode(generated_ids, skip_special_tokens=True)
+
+print(generated_texts)
+```
+