Update README.md

README.md

@@ -11,6 +11,33 @@ tags:
 - trl
 ---
 
+# How to Use
+```bash
+from unsloth import FastLanguageModel
+    model, tokenizer = FastLanguageModel.from_pretrained(
+        model_name = "Chimmyy/Llama3.1-8B-Finance",
+        max_seq_length = 1024,
+        dtype = None,
+        load_in_4bit = True,
+    )
+    FastLanguageModel.for_inference(model)
+inputs = tokenizer(
+[
+    prompt.format(
+        "What are the advantages of investing in bonds?", # instruction
+        "", # input
+        "", # output - leave empty for model
+    )
+], return_tensors = "pt").to("cuda")
+
+outputs = model.generate(**inputs, max_new_tokens = 64, use_cache = True) # Change max_new_tokens as needed
+result = tokenizer.batch_decode(outputs)
+print(result)
+
+
+```
+
+
 # Uploaded  model
 
 - **Developed by:** Chimmyy