Update README.md

README.md

@@ -15,6 +15,46 @@ datasets:
 - jpacifico/French-Alpaca-dataset-Instruct-110K
 ---
 
+# How to use:
+
+```python
+from transformers import TextStreamer
+from unsloth import FastLanguageModel
+import torch
+
+model, tokenizer = FastLanguageModel.from_pretrained(
+    model_name = "AdrienB134/French-Alpaca-Croissant-1.3B-Instruct",
+    max_seq_length = 4096,
+    dtype = None,
+    load_in_4bit = True,
+    fix_tokenizer = False,
+)
+
+alpaca_prompt = """Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.
+
+### Instruction:
+{}
+
+### Input:
+{}
+
+### Response:
+{}"""
+
+FastLanguageModel.for_inference(model) 
+
+inputs = tokenizer(
+[
+    alpaca_prompt.format(
+        "Continue la suite de Fibonnaci", # instruction
+        "1, 1, 2, 3, 5, 8", # input
+        "", # output - leave this blank for generation!
+    )
+], return_tensors = "pt").to("cuda")
+
+text_streamer = TextStreamer(tokenizer)
+_ = model.generate(**inputs, streamer = text_streamer, max_new_tokens = 128)
+```
 # Uploaded  model
 
 - **Developed by:** AdrienB134