Update readthedocs (#8882)
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Jason Dai
GitHub
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3 changed files with 36 additions and 14 deletions
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@ -12,15 +12,15 @@
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### Latest update
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- `bigdl-llm` now supports Intel Arc or Flex GPU; see the the latest GPU examples [here](python/llm/example/gpu).
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- `bigdl-llm` tutorial is made availabe [here](https://github.com/intel-analytics/bigdl-llm-tutorial).
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- `bigdl-llm` tutorial is released [here](https://github.com/intel-analytics/bigdl-llm-tutorial).
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- Over 20 models have been optimized/verified on `bigdl-llm`, including *LLaMA/LLaMA2, ChatGLM/ChatGLM2, MPT, Falcon, Dolly-v1/Dolly-v2, StarCoder, Whisper, QWen, Baichuan, MOSS,* and more; see the complete list [here](python/llm/README.md#verified-models).
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### `bigdl-llm` Demos
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See the ***optimized performance*** of `chatglm2-6b`, `llama-2-13b-chat`, and `starcoder-15b` models on a 12th Gen Intel Core CPU below.
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See the ***optimized performance*** of `chatglm2-6b`, `llama-2-13b-chat`, and `starcoder-15.5b` models on a 12th Gen Intel Core CPU below.
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<p align="center">
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/chatglm2-6b.gif" width='30%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llama-2-13b-chat.gif" width='30%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-15b5.gif" width='30%' />
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-models3.png" width='76%'/>
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/chatglm2-6b.gif?raw=true" width='30%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llama-2-13b-chat.gif?raw=true" width='30%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-15b5.gif?raw=true" width='30%' />
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-models3.png?raw=true" width='76%'/>
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</p>
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### `bigdl-llm` quickstart
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@ -1,10 +1,14 @@
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.. meta::
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:google-site-verification: S66K6GAclKw1RroxU0Rka_2d1LZFVe27M0gRneEsIVI
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BigDL: fast and secure AI
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=================================================
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The BigDL Project
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=================================================
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BigDL-LLM
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------
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---------------------------------
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BigDL-LLM: low-Bit LLM library
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---------------------------------
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`bigdl-llm <https://github.com/intel-analytics/BigDL/tree/main/python/llm>`_ is a library for running **LLM** (large language model) on your Intel **laptop** or **GPU** using INT4 with very low latency [*]_ (for any **PyTorch** model).
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@ -12,13 +16,29 @@ BigDL-LLM
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It is built on top of the excellent work of `llama.cpp <https://github.com/ggerganov/llama.cpp>`_, `gptq <https://github.com/IST-DASLab/gptq>`_, `bitsandbytes <https://github.com/TimDettmers/bitsandbytes>`_, `qlora <https://github.com/artidoro/qlora>`_, etc.
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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Latest update
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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- ``bigdl-llm`` now supports Intel Arc and Flex GPU; see the the latest GPU examples `here <https://github.com/intel-analytics/BigDL/tree/main/python/llm/example/gpu>`_.
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- ``bigdl-llm`` tutorial tutorial is made availabe `here <https://github.com/intel-analytics/bigdl-llm-tutorial>`_.
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- Over a dozen models have been verified on ``bigdl-llm``, including *LLaMA/LLaMA2, ChatGLM/ChatGLM2, MPT, Falcon, Dolly-v1/Dolly-v2, StarCoder, Whisper, QWen, Baichuan,* and more; see the complete list `here <https://github.com/intel-analytics/BigDL/tree/main/python/llm/README.md#verified-models>`_.
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- ``bigdl-llm`` tutorial is released `here <https://github.com/intel-analytics/bigdl-llm-tutorial>`_.
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- Over 20 models have been verified on ``bigdl-llm``, including *LLaMA/LLaMA2, ChatGLM/ChatGLM2, MPT, Falcon, Dolly-v1/Dolly-v2, StarCoder, Whisper, QWen, Baichuan,* and more; see the complete list `here <https://github.com/intel-analytics/BigDL/tree/main/python/llm/README.md#verified-models>`_.
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bigdl-llm quickstart
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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``bigdl-llm`` demos
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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See the **optimized performance** of ``chatglm2-6b``, ``llama-2-13b-chat``, and ``starcoder-15.5b`` models on a 12th Gen Intel Core CPU below.
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.. raw:: html
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<p align="center">
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/chatglm2-6b.gif?raw=true" width='30%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llama-2-13b-chat.gif?raw=true" width='30%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-15b5.gif?raw=true" width='30%' />
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-models3.png?raw=true" width='76%'/>
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</p>
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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``bigdl-llm`` quickstart
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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You may install ``bigdl-llm`` as follows:
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@ -50,6 +70,7 @@ You can then apply INT4 optimizations to any Hugging Face *Transformers* models
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------
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---------------------------------
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Overview of the complete BigDL project
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---------------------------------
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`BigDL <https://github.com/intel-analytics/bigdl>`_ seamlessly scales your data analytics & AI applications from laptop to cloud, with the following libraries:
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@ -64,6 +85,7 @@ Overview of the complete BigDL project
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------
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---------------------------------
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Choosing the right BigDL library
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---------------------------------
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@ -129,4 +151,4 @@ Choosing the right BigDL library
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------
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.. [*] Performance varies by use, configuration and other factors. `bigdl-llm` may not optimize to the same degree for non-Intel products. Learn more at www.Intel.com/PerformanceIndex.
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.. [*] Performance varies by use, configuration and other factors. ``bigdl-llm`` may not optimize to the same degree for non-Intel products. Learn more at www.Intel.com/PerformanceIndex.
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@ -8,11 +8,11 @@
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- `bigdl-llm` now supports Intel Arc or Flex GPU; see the the latest GPU examples [here](example/gpu).
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### Demos
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See the ***optimized performance*** of `chatglm2-6b`, `llama-2-13b-chat`, and `starcoder-15b` models on a 12th Gen Intel Core CPU below.
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See the ***optimized performance*** of `chatglm2-6b`, `llama-2-13b-chat`, and `starcoder-15.5b` models on a 12th Gen Intel Core CPU below.
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<p align="center">
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/chatglm2-6b.gif" width='33%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llama-2-13b-chat.gif" width='33%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-15b5.gif" width='33%' />
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-models3.png" width='85%'/>
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/chatglm2-6b.gif?raw=true" width='33%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llama-2-13b-chat.gif?raw=true" width='33%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-15b5.gif?raw=true" width='33%' />
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-models3.png?raw=true" width='85%'/>
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</p>
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### Verified models
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