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README.md

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   <b>< English</b> | <a href='./README.zh-CN.md'>中文</a> >
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-**`IPEX-LLM`** is an LLM acceleration library for Intel ***CPU***, ***GPU*** *(e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max)* and ***NPU*** [^1] .
+**`IPEX-LLM`** is an LLM accelerator library for Intel ***CPU***, ***GPU*** *(e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max)* and ***NPU*** [^1] .
 > [!NOTE]
 > - *It is built on top of the excellent work of **`llama.cpp`**, **`transformers`**, **`bitsandbytes`**, **`vLLM`**, **`qlora`**, **`AutoGPTQ`**, **`AutoAWQ`**, etc.*
 > - *It provides seamless integration with [llama.cpp](docs/mddocs/Quickstart/llama_cpp_quickstart.md), [Ollama](docs/mddocs/Quickstart/ollama_quickstart.md), [HuggingFace transformers](python/llm/example/GPU/HuggingFace), [LangChain](python/llm/example/GPU/LangChain), [LlamaIndex](python/llm/example/GPU/LlamaIndex), [vLLM](docs/mddocs/Quickstart/vLLM_quickstart.md), [Text-Generation-WebUI](docs/mddocs/Quickstart/webui_quickstart.md), [DeepSpeed-AutoTP](python/llm/example/GPU/Deepspeed-AutoTP), [FastChat](docs/mddocs/Quickstart/fastchat_quickstart.md), [Axolotl](docs/mddocs/Quickstart/axolotl_quickstart.md), [HuggingFace PEFT](python/llm/example/GPU/LLM-Finetuning), [HuggingFace TRL](python/llm/example/GPU/LLM-Finetuning/DPO), [AutoGen](python/llm/example/CPU/Applications/autogen), [ModeScope](python/llm/example/GPU/ModelScope-Models), etc.*