| license: apache-2.0 | |
| language: | |
| - en | |
| pipeline_tag: text-generation | |
| tags: | |
| - chat | |
| # Qwen2-Audio-7B-Instruct-MNN | |
| ## Introduction | |
| This model is a 4-bit quantized version of the MNN model exported from [Qwen2-Audio-7B-Instruct](https://modelscope.cn/models/Qwen/Qwen2-Audio-7B-Instruct/summary) using [llmexport](https://github.com/alibaba/MNN/tree/master/transformers/llm/export). | |
| ## Download | |
| ```bash | |
| # install huggingface | |
| pip install huggingface | |
| ``` | |
| ```bash | |
| # shell download | |
| huggingface download --model 'taobao-mnn/Qwen2-Audio-7B-Instruct-MNN' --local_dir 'path/to/dir' | |
| ``` | |
| ```python | |
| # SDK download | |
| from huggingface_hub import snapshot_download | |
| model_dir = snapshot_download('taobao-mnn/Qwen2-Audio-7B-Instruct-MNN') | |
| ``` | |
| ```bash | |
| # git clone | |
| git clone https://www.modelscope.cn/taobao-mnn/Qwen2-Audio-7B-Instruct-MNN | |
| ``` | |
| ## Usage | |
| ```bash | |
| # clone MNN source | |
| git clone https://github.com/alibaba/MNN.git | |
| # compile | |
| cd MNN | |
| mkdir build && cd build | |
| cmake .. -DMNN_LOW_MEMORY=true -DMNN_CPU_WEIGHT_DEQUANT_GEMM=true -DMNN_BUILD_LLM=true -DMNN_SUPPORT_TRANSFORMER_FUSE=true | |
| make -j | |
| # run | |
| ./llm_demo /path/to/Qwen2-Audio-7B-Instruct-MNN/config.json prompt.txt | |
| ``` | |
| ## Document | |
| [MNN-LLM](https://mnn-docs.readthedocs.io/en/latest/transformers/llm.html#) | |