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  **This is the full Chinese-LLaMA-2-7B model,which can be loaded directly for inference and full-parameter training.**
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- Related models👇:
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- * [Chinese-LLaMA-2-7B (full model)](https://huggingface.co/ziqingyang/chinese-llama-2-7b)
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- * [Chinese-LLaMA-2-LoRA-7B (LoRA model)](https://huggingface.co/ziqingyang/chinese-llama-2-lora-7b)
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- * [Chinese-Alpaca-2-7B (full model)](https://huggingface.co/ziqingyang/chinese-alpaca-2-7b)
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- * [Chinese-Alpaca-2-LoRA-7B (LoRA model)](https://huggingface.co/ziqingyang/chinese-alpaca-2-lora-7b)
 
 
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  # Description of Chinese-LLaMA-Alpaca-2
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  * 🚀 New extended Chinese vocabulary beyond Llama-2, open-sourcing the Chinese LLaMA-2 and Alpaca-2 LLMs.
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  * 🚀 Open-sourced the pre-training and instruction finetuning (SFT) scripts for further tuning on user's data
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  * 🚀 Quickly deploy and experience the quantized LLMs on CPU/GPU of personal PC
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- * 🚀 Support for LLaMA ecosystems like 🤗transformers, llama.cpp, text-generation-webui, LangChain, vLLM, etc.
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  Please refer to [https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/) for details.
 
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  **This is the full Chinese-LLaMA-2-7B model,which can be loaded directly for inference and full-parameter training.**
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+ Related models👇
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+ * Base models
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+ * [Chinese-LLaMA-2-7B (full model)](https://huggingface.co/ziqingyang/chinese-llama-2-7b)
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+ * [Chinese-LLaMA-2-LoRA-7B (LoRA model)](https://huggingface.co/ziqingyang/chinese-llama-2-lora-7b)
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+ * Instruction/Chat models
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+ * [Chinese-Alpaca-2-7B (full model)](https://huggingface.co/ziqingyang/chinese-alpaca-2-7b)
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+ * [Chinese-Alpaca-2-LoRA-7B (LoRA model)](https://huggingface.co/ziqingyang/chinese-alpaca-2-lora-7b)
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  # Description of Chinese-LLaMA-Alpaca-2
 
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  * 🚀 New extended Chinese vocabulary beyond Llama-2, open-sourcing the Chinese LLaMA-2 and Alpaca-2 LLMs.
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  * 🚀 Open-sourced the pre-training and instruction finetuning (SFT) scripts for further tuning on user's data
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  * 🚀 Quickly deploy and experience the quantized LLMs on CPU/GPU of personal PC
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+ * 🚀 Support for LLaMA ecosystems like 🤗transformers, llama.cpp, text-generation-webui, LangChain, vLLM etc.
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  Please refer to [https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/) for details.