Update README.md

README.md

@@ -25,6 +25,23 @@ The goal of this model is to produce a SOTA model who can easily predict the nex
 - **License:** apache-2.0
 - **Finetuned from model :** unsloth/mistral-7b-v0.3-bnb-4bit
 
+
+## Inference with Unsloth
+```py
+FastLanguageModel.for_inference(model) # Enable native 2x faster inference
+inputs = tokenizer([
+    alpaca_prompt.format(
+        #"", # instruction
+        "Inki bima ke salaka ba gâteau ya pomme ya nsungi ?", # instruction
+        "", # output - leave this blank for generation!
+    )],
+    return_tensors="pt").to("cuda")
+
+outputs = model.generate(**inputs, max_new_tokens = 64, use_cache = True)
+tokenizer.batch_decode(outputs)
+```
+
+
 This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
 
 [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)