Update README.md

README.md

@@ -1,3 +1,31 @@
 ---
 license: mit
 ---
+
+#### How to use
+You will need the transformers>=4.31
+```python
+from transformers import AutoTokenizer
+import transformers 
+import torch
+model = "OpenGenerativeAI/FoundationModel-1.1B-LLM"
+tokenizer = AutoTokenizer.from_pretrained(model)
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+sequences = pipeline(
+    'The FoundationModel project aims to pretrain a 1.1B Llama model on 3 trillion tokens.',
+    do_sample=True,
+    top_k=10,
+    num_return_sequences=1,
+    repetition_penalty=1.5,
+    eos_token_id=tokenizer.eos_token_id,
+    max_length=500,
+)
+for seq in sequences:
+    print(f"Result: {seq['generated_text']}")
+```