Update README.md

README.md

@@ -6,7 +6,30 @@ tags: []
 # Model Card for Model ID
 
 <!-- Provide a quick summary of what the model is/does. -->
-
+## Code to generate
+```python
+import torch
+from transformers import HeliumConfig, HeliumForCausalLM, AutoTokenizer
+
+model_id = 'kyutai/helium-1-preview-2b'
+config = HeliumConfig.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 = HeliumForCausalLM(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