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  > krē-ə plural crias. : a baby llama, alpaca, vicuña, or guanaco.
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  <p align="center">
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- <img src="assets/icon-512x512.png" width="300" height="300" alt="Cria Logo"> <br>
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  <i>or what ChatGPT suggests, <b>"Crafting a Rapid prototype of an Intelligent llm App using open source resources"</b>.</i>
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  </p>
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- This model is a `llama-2-7b-chat-hf` model fine-tuned using QLoRA (4-bit precision) on the [mlabonne/CodeLlama-2-20k](https://huggingface.co/datasets/mlabonne/CodeLlama-2-20k) dataset and it is used to power [CRIA chat](https://chat.walterteng.com).
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  ## 📦 Model Release
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  > krē-ə plural crias. : a baby llama, alpaca, vicuña, or guanaco.
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  <p align="center">
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+ <img src="https://raw.githubusercontent.com/davzoku/cria/main/assets/icon-512x512.png" width="300" height="300" alt="Cria Logo"> <br>
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  <i>or what ChatGPT suggests, <b>"Crafting a Rapid prototype of an Intelligent llm App using open source resources"</b>.</i>
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  </p>
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+ The initial objective of the CRIA project is to develop a comprehensive end-to-end chatbot system, starting from the instruction-tuning of a large language model and extending to its deployment on the web using frameworks such as Next.js. Specifically, we have fine-tuned the `llama-2-7b-chat-hf` model with QLoRA (4-bit precision) using the [mlabonne/CodeLlama-2-20k](https://huggingface.co/datasets/mlabonne/CodeLlama-2-20k) dataset. This fine-tuned model serves as the backbone for the [CRIA chat](https://chat.walterteng.com) platform.
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  ## 📦 Model Release
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