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mlx_lm.server --model mlx-community/Qwen2.5-14B-Instruct-8bit --trust-remote-code --port 8722

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chenguangjian.jk 2024-10-02 04:20:20 +08:00
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6
llms/mlx_lm/Makefile
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@ -6,8 +6,10 @@ cd_mlx_lm:
run:
#mlx_lm.server --model mlx-community/Mistral-Nemo-Instruct-2407-8bit --trust-remote-code --port 8722
mlx_lm.server --model mlx-community/gemma-2-9b-it-8bit --trust-remote-code --port 8722
mlx_lm.server --model mlx-community/Qwen2.5-14B-Instruct-8bit --trust-remote-code --port 8722
#mlx_lm.server --model mlx-community/Qwen2.5-7B-Instruct-8bit --trust-remote-code --port 8722
#mlx_lm.server --model mlx-community/Mistral-Nemo-Instruct-2407-8bit --trust-remote-code --port 8722
#mlx_lm.server --model mlx-community/gemma-2-9b-it-8bit --trust-remote-code --port 8722
k:
./kill.sh

40
llms/mlx_lm/README.md
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@ -13,44 +13,12 @@ see the [LoRA documentation](LORA.md).
## Install mlx_lm locally
```shell
# go to the mlx-examples directory, sync fork:
# https://github.com/LLMAppArchitect/mlx-lm/tree/main
git pull
cd llms
pip install -e .
---------------------------------------------------------
Looking in indexes: https://bytedpypi.byted.org/simple/
Obtaining file:///Users/bytedance/ai/mlx-examples/llms
Preparing metadata (setup.py) ... done
Requirement already satisfied: mlx>=0.14.1 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from mlx-lm==0.16.0) (0.16.0)
Requirement already satisfied: numpy in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from mlx-lm==0.16.0) (1.26.4)
Requirement already satisfied: transformers>=4.39.3 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (4.41.1)
Requirement already satisfied: protobuf in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from mlx-lm==0.16.0) (5.27.0)
Requirement already satisfied: pyyaml in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from mlx-lm==0.16.0) (6.0.1)
Requirement already satisfied: jinja2 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from mlx-lm==0.16.0) (3.1.4)
Requirement already satisfied: filelock in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (3.14.0)
Requirement already satisfied: huggingface-hub<1.0,>=0.23.0 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (0.23.4)
Requirement already satisfied: packaging>=20.0 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (24.0)
Requirement already satisfied: regex!=2019.12.17 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (2024.5.15)
Requirement already satisfied: requests in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (2.32.2)
Requirement already satisfied: tokenizers<0.20,>=0.19 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (0.19.1)
Requirement already satisfied: safetensors>=0.4.1 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (0.4.3)
Requirement already satisfied: tqdm>=4.27 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (4.66.4)
Requirement already satisfied: sentencepiece!=0.1.92,>=0.1.91 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (0.2.0)
Requirement already satisfied: MarkupSafe>=2.0 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from jinja2->mlx-lm==0.16.0) (2.1.5)
Requirement already satisfied: fsspec>=2023.5.0 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from huggingface-hub<1.0,>=0.23.0->transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (2024.5.0)
Requirement already satisfied: typing-extensions>=3.7.4.3 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from huggingface-hub<1.0,>=0.23.0->transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (4.12.0)
Requirement already satisfied: charset-normalizer<4,>=2 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from requests->transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (3.3.2)
Requirement already satisfied: idna<4,>=2.5 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from requests->transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (3.7)
Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from requests->transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (2.2.1)
Requirement already satisfied: certifi>=2017.4.17 in /opt/miniconda3/envs/m3mlx/lib/python3.11/site-packages (from requests->transformers>=4.39.3->transformers[sentencepiece]>=4.39.3->mlx-lm==0.16.0) (2024.2.2)
Installing collected packages: mlx-lm
Attempting uninstall: mlx-lm
Found existing installation: mlx-lm 0.15.3
Uninstalling mlx-lm-0.15.3:
Successfully uninstalled mlx-lm-0.15.3
Running setup.py develop for mlx-lm
Successfully installed mlx-lm-0.16.0
```
## Run MXL LLM Server