Update README.md

README.md

@@ -4,3 +4,43 @@ datasets:
 ---
 
 ## Usage:
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+import torch
+
+tokenizer = AutoTokenizer.from_pretrained("TinyPixel/stablelm-ft2", trust_remote_code=True)
+
+model = AutoModelForCausalLM.from_pretrained("TinyPixel/stablelm-ft2", torch_dtype=torch.bfloat16, device_map="auto", trust_remote_code=True)
+
+text = '''### System:
+
+You are a helpful AI assistant. 
+
+### User:
+
+Why is sky blue?
+
+### Assistant:
+
+'''
+
+device = "cuda:0" 
+
+inputs = tokenizer(text, return_tensors="pt").to(device)
+
+outputs = model.generate(**inputs,  
+
+                          max_new_tokens=512,
+
+                          do_sample=True,
+
+                          top_p=0.95,
+
+                          temperature=0.7,
+
+                          top_k=50)
+
+print(tokenizer.decode(outputs[0], skip_special_tokens=False))
+```