Update README.md

README.md

@@ -9,4 +9,28 @@ widget:
 - text: "<s> [|User|] Comment faire un bon plat ? </s>[|Assistant|]"
 ---
 SFT on a synthetic custom (french) dataset (2k), from general question answering, problem solving to code question.
-It's a POC.
+It's a POC.
+
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+from peft import PeftModel
+import torch
+
+model = AutoModelForCausalLM.from_pretrained(
+    "teilomillet/MiniMerlin-3B",
+    revision="0.1",
+    return_dict=True,
+    torch_dtype=torch.bfloat16,
+    device_map='auto'
+)
+
+tokenizer = AutoTokenizer.from_pretrained("teilomillet/MiniMerlin-3B")
+tokenizer.pad_token = tokenizer.eos_token
+
+text = "[|User|] Comment faire un bon plat ? </s>[|Assistant|]"
+inputs = tokenizer(text, return_tensors="pt").to(0)
+
+outputs = model.generate(**inputs, max_new_tokens=800)
+print(tokenizer.decode(outputs[0], skip_special_tokens=False))
+```