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Update readme (#9348)

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Jason Dai 2023-11-03 11:27:07 +08:00 committed by GitHub
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README.md
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- **[New]** `bigdl-llm` now supports QLoRA fintuning on Intel GPU; see the the example [here](python/llm/example/GPU/QLoRA-FineTuning). - **[New]** `bigdl-llm` now supports QLoRA fintuning on Intel GPU; see the the example [here](python/llm/example/GPU/QLoRA-FineTuning).
- `bigdl-llm` now supports Intel GPU (including Arc, Flex and MAX); see the the latest GPU examples [here](python/llm/example/GPU). - `bigdl-llm` now supports Intel GPU (including Arc, Flex and MAX); see the the latest GPU examples [here](python/llm/example/GPU).
- `bigdl-llm` tutorial is released [here](https://github.com/intel-analytics/bigdl-llm-tutorial). - `bigdl-llm` tutorial is released [here](https://github.com/intel-analytics/bigdl-llm-tutorial).
- Over 20 models have been optimized/verified on `bigdl-llm`, including *LLaMA/LLaMA2, ChatGLM/ChatGLM2, Mistral, Falcon, MPT, Dolly, StarCoder, Whisper, Baichuan, InternLM, QWen, Aquila, MOSS,* and more; see the complete list [here](#verified-models). - Over 30 models have been optimized/verified on `bigdl-llm`, including *LLaMA/LLaMA2, ChatGLM2/ChatGLM3, Mistral, Falcon, MPT, LLaVA, WizardCoder, Dolly, Whisper, Baichuan/Baichuan2, InternLM, Skywork, QWen/Qwen-VL, Aquila, MOSS,* and more; see the complete list [here](#verified-models).
### `bigdl-llm` Demos ### `bigdl-llm` Demos
See the ***optimized performance*** of `chatglm2-6b` and `llama-2-13b-chat` models on 12th Gen Intel Core CPU and Intel Arc GPU below. See the ***optimized performance*** of `chatglm2-6b` and `llama-2-13b-chat` models on 12th Gen Intel Core CPU and Intel Arc GPU below.

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docs/readthedocs/source/index.rst
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@ -27,7 +27,7 @@ Latest update
- **[New]** ``bigdl-llm`` now supports QLoRA fintuning on Intel GPU; see the the example `here <https://github.com/intel-analytics/BigDL/tree/main/python/llm/example/GPU/QLoRA-FineTuning>`_. - **[New]** ``bigdl-llm`` now supports QLoRA fintuning on Intel GPU; see the the example `here <https://github.com/intel-analytics/BigDL/tree/main/python/llm/example/GPU/QLoRA-FineTuning>`_.
- ``bigdl-llm`` now supports Intel GPU (including Arc, Flex and MAX); see the the latest GPU examples `here <https://github.com/intel-analytics/BigDL/tree/main/python/llm/example/GPU>`_. - ``bigdl-llm`` now supports Intel GPU (including Arc, Flex and MAX); see the the latest GPU examples `here <https://github.com/intel-analytics/BigDL/tree/main/python/llm/example/GPU>`_.
- ``bigdl-llm`` tutorial is released `here <https://github.com/intel-analytics/bigdl-llm-tutorial>`_. - ``bigdl-llm`` tutorial is released `here <https://github.com/intel-analytics/bigdl-llm-tutorial>`_.
- Over 20 models have been verified on ``bigdl-llm``, including *LLaMA/LLaMA2, ChatGLM/ChatGLM2, MPT, Falcon, Dolly, StarCoder, Whisper, InternLM, QWen, Baichuan, Aquila, MOSS* and more; see the complete list `here <https://github.com/intel-analytics/bigdl#verified-models>`_. - Over 30 models have been verified on ``bigdl-llm``, including *LLaMA/LLaMA2, ChatGLM2/ChatGLM3, Mistral, Falcon, MPT, LLaVA, WizardCoder, Dolly, Whisper, Baichuan/Baichuan2, InternLM, Skywork, QWen/Qwen-VL, Aquila, MOSS* and more; see the complete list `here <https://github.com/intel-analytics/bigdl#verified-models>`_.
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