Update README.md

README.md

@@ -2,4 +2,53 @@
 license: llama3.1
 ---
 
-# I DON'T KNOW IF THIS MODEL WORKS
+# llama-3.1-8B-vision-378
+
+THIS IS A SLAPPED-TOGETHER RELEASE; IF IT WORKS, IT IS A MIRACLE OF LATENT SPACE
+
+## usage
+
+```
+import torch
+from transformers import AutoModelForCausalLM, AutoTokenizer
+from PIL import Image
+import requests
+from io import BytesIO
+
+url = "https://huggingface.co/qresearch/llama-3-vision-alpha-hf/resolve/main/assets/demo-2.jpg"
+response = requests.get(url)
+image = Image.open(BytesIO(response.content))
+
+
+model = AutoModelForCausalLM.from_pretrained(
+    "qresearch/llama-3.1-8B-vision-378",
+    trust_remote_code=True,
+    torch_dtype=torch.float16,
+).to("cuda")
+
+tokenizer = AutoTokenizer.from_pretrained(model_id, use_fast=True,)
+
+print(
+    model.answer_question(
+        image, "Briefly describe the image", tokenizer, max_new_tokens=128, temperature=0.3
+    ),
+)
+```
+
+```
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+        `                                                                                         :"
+```