commit files to HF hub

README.md

@@ -9,16 +9,17 @@ tags:
 
 This is the [csarron/bert-base-uncased-squad-v1](https://huggingface.co/csarron/bert-base-uncased-squad-v1) model converted to [OpenVINO](https://openvino.ai), for accellerated inference.
 
-An example of how to do inference with this model:
-
+An example of how to do inference on this model:
 ```python
-from optimum.intel.openvino import OVModelForQuestionAnswering
+from optimum.intel.openvino import $model_class_str
 from transformers import AutoTokenizer, pipeline
 
-model_id = "csarron/bert-base-uncased-squad-v1"
+# model_id should be set to either a local directory or a model available on the HuggingFace hub.
+model_id = "$new_model_id"
 tokenizer = AutoTokenizer.from_pretrained(model_id)
-model = OVModelForQuestionAnswering.from_pretrained(new_model_id)
-pipe = pipeline("question-answering", model=model, tokenizer=tokenizer)
-result = pipe(*"What is OpenVINO?", "OpenVINO is a framework that accelerates deep learning inferencing")
+model = $model_class_str.from_pretrained(model_id)
+pipe = pipeline("$task", model=model, tokenizer=tokenizer)
+result = pipe($input_text)
 print(result)
 ```
+