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  ![support by](./footer_logo.png)
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  ![](https://miro.medium.com/v2/resize:fit:4800/format:webp/1*Xo1DRHZUWob8r4zqpfIaLg.png)
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  # OpenThaiLLM-Prebuilt-7B: Thai & China & English Large Language Model
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- **OpenThaiLLM-Prebuilt-7B** is a Thai 🇹🇭 & Chinese 🇨🇳 & English 🇬🇧 large language model with 7 billion parameters, and it is continue pretrain based on Qwen2-7B.
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  It demonstrates competitive performance with llama-3-typhoon-v1.5-8b, and is optimized for application use cases, Retrieval-Augmented Generation (RAG),
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  constrained generation, and reasoning tasks.
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@@ -30,6 +30,8 @@ For release notes, please see our [blog](https://medium.com/@superkingbasskb/ope
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  **We do not recommend using base language models for conversations.** Instead, you can apply post-training, e.g., SFT, RLHF, continued pretraining, etc., on this model.
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  ## **Datasets Ratio**
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  ![](https://miro.medium.com/v2/resize:fit:1200/format:webp/1*CZHj4d1nUScXP2QKk-bwDw.png)
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  ![support by](./footer_logo.png)
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  ![](https://miro.medium.com/v2/resize:fit:4800/format:webp/1*Xo1DRHZUWob8r4zqpfIaLg.png)
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  # OpenThaiLLM-Prebuilt-7B: Thai & China & English Large Language Model
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+ **OpenThaiLLM-Prebuilt-7B** is a Thai 🇹🇭 & Chinese 🇨🇳 & English 🇬🇧 large language model with 7 billion parameters, and it is continue pretrain based on Qwen2.5-7B.
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  It demonstrates competitive performance with llama-3-typhoon-v1.5-8b, and is optimized for application use cases, Retrieval-Augmented Generation (RAG),
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  constrained generation, and reasoning tasks.
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  **We do not recommend using base language models for conversations.** Instead, you can apply post-training, e.g., SFT, RLHF, continued pretraining, etc., on this model.
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+ ## How to use:
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+ The Colab notebook for getting started with fine-tuning OpenThaiLLM using LoRA is available [here](https://colab.research.google.com/drive/1JMncfoG7RsVVyLekjFd5quMeOenEYfSA?usp=sharing).
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  ## **Datasets Ratio**
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  ![](https://miro.medium.com/v2/resize:fit:1200/format:webp/1*CZHj4d1nUScXP2QKk-bwDw.png)
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