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[local-apps] add MNN to local-apps. #1629

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[local-apps] add MNN to local-apps. #1629

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27 changes: 27 additions & 0 deletions packages/tasks/src/local-apps.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -94,6 +94,10 @@ function isMlxModel(model: ModelData) {
return model.tags.includes("mlx");
}

function isMNNModel(model: ModelData) {
return model.tags.includes("mnn");
}

function getQuantTag(filepath?: string): string {
const defaultTag = ":{{QUANT_TAG}}";

Expand Down Expand Up @@ -301,6 +305,22 @@ const snippetDockerModelRunner = (model: ModelData, filepath?: string): string =
return `docker model run hf.co/${model.id}${getQuantTag(filepath)}`;
};

const snippetMNN = (model: ModelData, filepath?: string): LocalAppSnippet[] => {
return [
{
title: "Build from source code",
setup: [
"git clone https://github.com/alibaba/MNN.git",
"cd MNN",
"cmake -B build",
"cmake --build build -j -DMNN_LOW_MEMORY=ON -DMNN_CPU_WEIGHT_DEQUANT_GEMM=ON -DMNN_BUILD_LLM=ON -DMNN_SUPPORT_TRANSFORMER_FUSE=ON",
].join("\n"),
content: `./build/llm_demo ${model.id}`,
},
];
};


/**
* Add your new local app here.
*
Expand Down Expand Up @@ -478,6 +498,13 @@ export const LOCAL_APPS = {
displayOnModelPage: isLlamaCppGgufModel,
snippet: snippetDockerModelRunner,
},
"MNN": {
prettyLabel: "MNN",
docsUrl: "https://github.com/alibaba/MNN",
mainTask: "text-generation",
displayOnModelPage: isMNNModel,
snippet: snippetMNN,
},
} satisfies Record<string, LocalApp>;

export type LocalAppKey = keyof typeof LOCAL_APPS;