Update README.md

README.md

@@ -7,7 +7,31 @@ tags: []
 
 <!-- Provide a quick summary of what the model is/does. -->
 
-
+## Code to create the model
+```python
+import torch
+from transformers import Olmo2Config, Olmo2ForCausalLM, AutoTokenizer
+
+
+model_id = 'allenai/OLMo-2-1124-13B-Instruct'
+config = Olmo2Config.from_pretrained(
+    model_id,
+    hidden_size=32,
+    intermediate_size=64,
+    num_attention_heads=4,
+    num_hidden_layers=2,
+    num_key_value_heads=4,
+)
+
+# Create model and randomize all weights
+model = Olmo2ForCausalLM(config)
+
+torch.manual_seed(0) # Set for reproducibility
+for name, param in model.named_parameters():
+    param.data = torch.randn_like(param)
+
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+```
 
 ## Model Details