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Integrate ThirdAI Library #689

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Integrate ThirdAI Library #689

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a81f80d
thirdai integration
detorresramos May 16, 2024
4477a67
remove malformatted and other tasks
detorresramos May 20, 2024
c55dd42
remove from tabular
detorresramos May 20, 2024
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4 changes: 4 additions & 0 deletions packages/tasks/src/library-to-tasks.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -43,6 +43,10 @@ export const LIBRARY_TASK_MAPPING: Partial<Record<ModelLibraryKey, PipelineType[
"text2text-generation",
],
stanza: ["token-classification"],
thirdai: [
"text-classification",
"token-classification",
],
timm: ["image-classification"],
transformers: [
"audio-classification",
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21 changes: 21 additions & 0 deletions packages/tasks/src/model-libraries-snippets.ts
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Expand Up @@ -266,6 +266,27 @@ export const tensorflowtts = (model: ModelData): string[] => {
return tensorflowttsUnknown(model);
};

const thirdaiUDT = (model: ModelData): string[] => [
`from thirdai import bolt

model = bolt.UniversalDeepTransformer.load("${model.id}")
`,
];

const thirdaiNeuralDB = (model: ModelData): string[] => [
`from thirdai import neural_db as ndb

model = ndb.NeuralDB.from_checkpoint("${model.id}")
`,
];

export const thirdai = (model: ModelData): string[] => {
if (model.tags.includes("neural-db")) {
return thirdaiNeuralDB(model);
}
return thirdaiUDT(model);
};

export const timm = (model: ModelData): string[] => [
`import timm

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7 changes: 7 additions & 0 deletions packages/tasks/src/model-libraries.ts
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Expand Up @@ -389,6 +389,13 @@ export const MODEL_LIBRARIES_UI_ELEMENTS = {
repoUrl: "https://github.com/TensorSpeech/TensorFlowTTS",
snippets: snippets.tensorflowtts,
},
thirdai: {
prettyLabel: "thirdai",
repoName: "thirdai",
repoUrl: "https://github.com/ThirdAILabs/Demos",
snippets: snippets.thirdai,
filter: false,
},
timesfm: {
prettyLabel: "TimesFM",
repoName: "timesfm",
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10 changes: 9 additions & 1 deletion packages/tasks/src/tasks/index.ts
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Expand Up @@ -143,7 +143,14 @@ export const TASKS_MODEL_LIBRARIES: Record<PipelineType, ModelLibraryKey[]> = {
"tabular-classification": ["sklearn"],
"tabular-regression": ["sklearn"],
"tabular-to-text": ["transformers"],
"text-classification": ["adapter-transformers", "setfit", "spacy", "transformers", "transformers.js"],
"text-classification": [
"adapter-transformers",
"setfit",
"spacy",
"thirdai",
"transformers",
"transformers.js"
],
"text-generation": ["transformers", "transformers.js"],
"text-retrieval": [],
"text-to-image": ["diffusers"],
Expand All @@ -158,6 +165,7 @@ export const TASKS_MODEL_LIBRARIES: Record<PipelineType, ModelLibraryKey[]> = {
"spacy",
"span-marker",
"stanza",
"thirdai",
"transformers",
"transformers.js",
],
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