Update README.md

README.md

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 # Model Overview
 
 ## Description:
-CodeLlama-7B-QML is a large language model for code completion tasks in the Qt's Markup Language (QML). The CodeLlama-7B-QML model is designed for software developers who want to run their code completion LLM locally on their computer.
+CodeLlama-7B-QML is a fine-tuned model for code completion tasks in Qt's Markup Language (QML). The CodeLlama-7B-QML model is designed for software developers who want to run their code completion LLM locally on their computer.
 
 This model reaches a score of 79% on the QML100 Fill-In-the-Middle code completion benchmark for Qt 6-compliant code. In comparison, other models scored:
 - CodeLlama-13B-QML: 79%
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 - GPT-4o: 62%
 - CodeLlama 7B: 61%
 
-This model was fine-tuned based on raw data from over 5000 human-created QML code snippets using the LoRa fine-tuning method. CodeLlama-7B-QML is not optimised for the creation of Qt5-release compliant, C++, or Python code.
+This model was fine-tuned based on raw data from over 5000 human-created QML code snippets using the LoRa fine-tuning method. CodeLlama-7B-QML is not optimized for the creation of Qt5-release compliant, C++, or Python code.
 
  ## Terms of use:
 By accessing this model, you are agreeing to the Llama 2 terms and conditions of the [license](https://github.com/meta-llama/llama/blob/main/LICENSE), [acceptable use policy](https://github.com/meta-llama/llama/blob/main/USE_POLICY.md) and [Meta’s privacy policy](https://www.facebook.com/privacy/policy/). By using this model, you are furthermore agreeing to the [Qt AI Model terms & conditions](https://www.qt.io/terms-conditions/ai-services/model-use).