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README.md

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 ## Description:
 CodeLlama-13B-QML is a large language model customized by the Qt Company for Fill-In-The-Middle code completion tasks in the QML programming language, especially for Qt Quick Controls compliant with Qt 6 releases. The CodeLlama-13B-QML model is designed for companies and individuals that want to self-host their LLM for HMI (Human Machine Interface) software development instead of relying on third-party hosted LLMs.
 
-This model reaches a score of 79% on the QML100 Fill-In-The-Middle code completion benchmark for Qt6-compliant code. In comparison, GPT4o scored 62%, Claude 3.5 Sonnet scored 68%, and the un-tuned CodeLlama-13B-hf 66%. This model was fine-tuned based on raw data from 4000 human-created QML code snippets using the LoRa fine-tuning method. CodeLlama-13B-QML is not optimised for the creation of Qt5-release compliant, C++, or Python code.
+This model reaches a score of 79% on the QML100 Fill-In-The-Middle code completion benchmark for Qt6-compliant code. In comparison, GPT4o scored 62%, Claude 3.5 Sonnet scored 68%, and the base CodeLlama-13B-hf 66%. This model was fine-tuned based on raw data from over 4200 human-created QML code snippets using the LoRa fine-tuning method. CodeLlama-13B-QML is not optimised for the creation of Qt5-release compliant, C++, or Python code.
 
-## Terms of use
-By accessing this model, you are agreeing to the Llama 3.2 terms and conditions of the [license](https://github.com/meta-llama/llama-models/blob/main/models/llama3_3/LICENSE), [acceptable use policy](https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/USE_POLICY.md) and [Meta’s privacy policy](https://www.facebook.com/privacy/policy/). By using this model, you are furthermore agreeing to [Qt AI Model terms & conditions](https://www.qt.io/terms-conditions). 
+## 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 [Qt AI Model terms & conditions](https://www.qt.io/terms-conditions). 
 
 ## Usage:
-Large language models, including CodeLlama-13B-QML, are not designed to be deployed in isolation but instead should be deployed as part of an overall AI system with additional safety guardrails as required. Developers are expected to deploy system safeguards when building agentic systems such as Code Shield.
+Large language models, including CodeLlama-13B-QML, are not designed to be deployed in isolation but instead should be deployed as part of an overall AI system with additional safety guardrails as required. Developers are expected to deploy system safeguards when building AI systems.
 
 
 ## Model Architecture: