Update README.md

README.md

@@ -2,4 +2,20 @@
 license: other
 license_name: deepcode-ai
 license_link: LICENSE
----
+---
+
+### How to Use
+Here give some examples of how to use our model.
+#### Chat Model Inference
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+tokenizer = AutoTokenizer.from_pretrained("deepcode-ai/coder", trust_remote_code=True)
+model = AutoModelForCausalLM.from_pretrained("deepcode-ai/coder", trust_remote_code=True, torch_dtype=torch.bfloat16).cuda()
+messages=[
+    { 'role': 'user', 'content': "write a quick sort algorithm in python."}
+]
+inputs = tokenizer.apply_chat_template(messages, add_generation_prompt=True, return_tensors="pt").to(model.device)
+# tokenizer.eos_token_id is the id of <|EOT|> token
+outputs = model.generate(inputs, max_new_tokens=512, do_sample=False, top_k=50, top_p=0.95, num_return_sequences=1, eos_token_id=tokenizer.eos_token_id)
+print(tokenizer.decode(outputs[0][len(inputs[0]):], skip_special_tokens=True))
+```