Update README.md

README.md

@@ -28,6 +28,36 @@ More information needed
 
 More information needed
 
+## Example Use Cases:
+```
+from transformers import AutoTokenizer
+from transformers import pipeline
+import torch
+
+tokenizer = AutoTokenizer.from_pretrained("Vasanth/codellama2-finetuned-codex-fin")
+pipe = pipeline(
+    "text-generation",
+    model="damerajee/codellama2-finetuned-alpaca-18k-fin",
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+text = "write a function that takes in print out each individual characters in a string"
+
+sequences = pipe(
+    text,
+    do_sample=True,
+    temperature=0.3,
+    top_p=0.7,
+    num_return_sequences=1,
+    eos_token_id=tokenizer.eos_token_id,
+    max_length=80,
+)
+for seq in sequences:
+    print(f"Result: {seq['generated_text']}")
+
+```
+ 
 ## Training and evaluation data
 
 | Step | Training Loss |