Update README.md

README.md

@@ -7,6 +7,31 @@ tags: []
 
 <!-- Provide a quick summary of what the model is/does. -->
 
+## Code to generate
+
+```py
+from transformers import AutoConfig, LlamaForCausalLM, AutoTokenizer
+import torch
+
+model_id='meta-llama/Llama-3.2-1B-Instruct'
+config = AutoConfig.from_pretrained(
+    model_id,
+    head_dim=8,
+    hidden_size=32,
+    num_attention_heads=4,
+    num_key_value_heads=2,
+    num_hidden_layers=2,
+    intermediate_size=64,
+)
+
+model = LlamaForCausalLM(config)
+torch.manual_seed(0) # Set for reproducibility
+for name, param in model.named_parameters():
+    param.data = torch.randn_like(param)
+print(model.num_parameters())  # 4122784
+
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+```
 
 
 ## Model Details