Update README.md

README.md

@@ -31,7 +31,7 @@ Try the 3.8B model here: [Playground](https://huggingface.co/spaces/numind/NuExt
 
 ⚠️ We recommend using NuExtract with a temperature at or very close to 0. Some inference frameworks, such as Ollama, use a default of 0.7 which is not well suited to pure extraction tasks.
 
-## This is the OpenVINO IS format of the model, quantized in int8
+## This is the OpenVINO IR format of the model, quantized in int8
 The model was created with the Optimum-Intel libray cli-command
 #### Dependencies required to create the model
 There is an open clash in dependencies versions between optiumum-intel and openvino-genai
@@ -45,6 +45,8 @@ So for the model conversion the only dependency you need is
 pip install  -U "openvino>=2024.3.0" "openvino-genai"
 pip install "torch>=2.1" "nncf>=2.7" "transformers>=4.40.0" "onnx<1.16.2" "optimum>=1.16.1" "accelerate" "datasets>=2.14.6" "git+https://github.com/huggingface/optimum-intel.git" --extra-index-url https://download.pytorch.org/whl/cpu
 ```
+The instructions are from the amazing  [OpenVINO notebooks](https://docs.openvino.ai/2024/notebooks/llm-question-answering-with-output.html#prerequisites)<br>
+vanilla pip install will create clashes among dependencies/versions<br>
 This command will install, among others:
 ```
 tokenizers==0.20.3