Update README.md

README.md

@@ -7,7 +7,34 @@ tags: []
 
 <!-- Provide a quick summary of what the model is/does. -->
 
-
+## Code to create model
+```py
+import torch
+from transformers import WhisperConfig, WhisperForConditionalGeneration, AutoProcessor
+
+model_id = 'onnx-community/whisper-tiny.en'
+config = WhisperConfig.from_pretrained(
+    model_id,
+    d_model=16,
+    decoder_attention_heads=2,
+    decoder_ffn_dim=64,
+    decoder_layerdrop=0.0,
+    decoder_layers=1,
+    encoder_attention_heads=2,
+    encoder_ffn_dim=64,
+    encoder_layers=1,
+    num_hidden_layers=1,
+)
+
+# Create model and randomize all weights
+model = WhisperForConditionalGeneration(config)
+
+torch.manual_seed(0) # Set for reproducibility
+for name, param in model.named_parameters():
+    param.data = torch.randn_like(param)
+
+processor = AutoProcessor.from_pretrained(model_id)
+```
 
 ## Model Details