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Add pp_serving verified models (#11498)

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* add verified models

* update

* verify large model

* update commend
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Wang, Jian4 2024-07-03 14:57:09 +08:00 committed by GitHub
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python/llm/example/GPU/Pipeline-Parallel-FastAPI/README.md
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@ -6,6 +6,27 @@ This example demonstrates how to run IPEX-LLM serving on multiple [Intel GPUs](.
To run this example with IPEX-LLM on Intel GPUs, we have some recommended requirements for your machine, please refer to [here](../README.md#recommended-requirements) for more information. For this particular example, you will need at least two GPUs on your machine. To run this example with IPEX-LLM on Intel GPUs, we have some recommended requirements for your machine, please refer to [here](../README.md#recommended-requirements) for more information. For this particular example, you will need at least two GPUs on your machine.
## Verified Models
- meta-llama/Llama-2-7b-chat-hf
- meta-llama/Llama-2-13b-chat-hf
- meta-llama/Meta-Llama-3-8B-Instruct
- meta-llama/Meta-Llama-3-70B-Instruct
- codellama/CodeLlama-13b-hf
- Qwen/Qwen2-7B-Instruct
- Qwen/Qwen1.5-7B-Chat
- Qwen/Qwen1.5-14B-Chat
- Qwen/Qwen1.5-32B-Chat
- Qwen/Qwen1.5-MoE-A2.7B-Chat
- Qwen/CodeQwen1.5-7B-Chat
- THUDM/chatglm3-6b
- THUDM/glm-4-9b-chat
- baichuan-inc/Baichuan2-7B-Chat
- baichuan-inc/Baichuan2-13B-Chat
- microsoft/Phi-3-mini-4k-instruct
- mistralai/Mistral-7B-v0.1
- mistralai/Mixtral-8x7B-Instruct-v0.1
- 01-ai/Yi-6B-Chat
## Example ## Example
### 1. Install ### 1. Install
@ -23,6 +44,10 @@ pip install gradio # for gradio web UI
conda install -c conda-forge -y gperftools=2.10 # to enable tcmalloc conda install -c conda-forge -y gperftools=2.10 # to enable tcmalloc
pip install transformers==4.37.0 pip install transformers==4.37.0
# only for Qwen1.5-MoE-A2.7B
pip install transformers==4.40.0
pip install trl==0.8.1
``` ```
### 2. Run pipeline parallel serving on multiple GPUs ### 2. Run pipeline parallel serving on multiple GPUs