add whisper example

neural_speed/__init__.py

@@ -88,6 +88,7 @@ def init(self, model_name, use_quant=True, use_gptq=False, use_awq=False,
             scale_dtype="fp32", compute_dtype="int8", use_ggml=False):
         self.config = AutoConfig.from_pretrained(model_name, trust_remote_code=True)
         model_type = Model.get_model_type(self.config)
+        self.model_type = model_type
         self.__import_package(model_type)
 
         # check cache and quantization

scripts/whisper_example.py

@@ -0,0 +1,28 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+#
+# Copyright (c) 2023 Intel Corporation
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+import sys
+from transformers import AutoTokenizer, TextStreamer
+from neural_speed import Model
+
+if len(sys.argv) != 3:
+    print("Usage: python whisper_example.py model_path and audio_file")
+model_name = sys.argv[1]
+audio_file = sys.argv[2]
+
+model = Model()
+model.init(model_name, use_ggml=True)
+model(audio_file)