Update README.md

README.md

@@ -1,3 +1,48 @@
----
-license: mit
----
+---
+license: mit
+pipeline_tag: text-generation
+---
+# VLM 1 K3
+
+- Last model of VLM series (**V**ortex **L**anguage **M**odel)
+- K stands for **K**nowledge (Higher is better)
+
+## Use the model:
+- Open [Google Colab](https://colab.research.google.com/)
+- Create new notebook
+- Paste this code in the cell:
+```python
+!pip install transformers
+from transformers import AutoModelForCausalLM, AutoTokenizer
+import torch
+
+model_id = "PingVortex/VLM-1-K3"
+
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+model = AutoModelForCausalLM.from_pretrained(model_id)
+
+print("VLM Chat\nType 'exit' to quit")
+
+while True:
+    user_input = input("You: ")
+    if user_input.strip().lower() == "exit":
+        break
+
+    input_ids = tokenizer(user_input, return_tensors="pt").input_ids
+    input_ids = input_ids[:, -1024:]
+
+    with torch.no_grad():
+        output = model.generate(
+            input_ids,
+            max_new_tokens=50,
+            do_sample=True,
+            temperature=0.7,
+            top_p=0.9,
+            pad_token_id=tokenizer.eos_token_id
+        )
+
+    new_tokens = output[0][input_ids.shape[1]:]
+    response = tokenizer.decode(new_tokens, skip_special_tokens=True)
+
+    print("VLM:", response.strip())
+```