Create README.md

README.md

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+Obtained with
+
+```python
+from transformers import WhisperForConditionalGeneration, WhisperConfig, WhisperProcessor, GenerationConfig
+
+model_id = "openai/whisper-tiny"
+orig_config = WhisperConfig.from_pretrained(model_id)
+
+small_config = dict(
+    d_model=48,
+    encoder_layers=2,
+    decoder_layers=2,
+    encoder_attention_heads=3,
+    decoder_attention_heads=3,
+    encoder_ffn_dim=768,
+    decoder_ffn_dim=768,
+)
+small_config = WhisperConfig(**{**orig_config.to_dict(), **small_config})
+
+
+save_dir = "tiny-random-whisper"
+WhisperForConditionalGeneration(small_config).save_pretrained(save_dir)
+WhisperProcessor.from_pretrained(model_id).save_pretrained(save_dir)
+GenerationConfig.from_pretrained(model_id).save_pretrained(save_dir)
+
+```