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machineuser
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•
0a75df8
1
Parent(s):
58b8b64
Sync widgets demo
Browse files
packages/tasks/src/snippets/inputs.ts
CHANGED
@@ -31,6 +31,12 @@ const inputsTableQuestionAnswering = () =>
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}
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}`;
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const inputsQuestionAnswering = () =>
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`{
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"question": "What is my name?",
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@@ -91,6 +97,7 @@ const modelInputSnippets: {
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"audio-classification": inputsAudioClassification,
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"automatic-speech-recognition": inputsAutomaticSpeechRecognition,
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conversational: inputsConversational,
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"feature-extraction": inputsFeatureExtraction,
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"fill-mask": inputsFillMask,
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"image-classification": inputsImageClassification,
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}
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}`;
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const inputsVisualQuestionAnswering = () =>
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`{
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"image": "cat.png",
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"question": "What is in this image?"
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}`;
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const inputsQuestionAnswering = () =>
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`{
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"question": "What is my name?",
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"audio-classification": inputsAudioClassification,
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"automatic-speech-recognition": inputsAutomaticSpeechRecognition,
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conversational: inputsConversational,
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"document-question-answering": inputsVisualQuestionAnswering,
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"feature-extraction": inputsFeatureExtraction,
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"fill-mask": inputsFillMask,
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"image-classification": inputsImageClassification,
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packages/tasks/src/snippets/python.ts
CHANGED
@@ -94,6 +94,19 @@ from IPython.display import Audio
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Audio(audio, rate=sampling_rate)`;
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}
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};
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export const pythonSnippets: Partial<Record<PipelineType, (model: ModelData) => string>> = {
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// Same order as in tasks/src/pipelines.ts
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"text-classification": snippetBasic,
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@@ -120,6 +133,7 @@ export const pythonSnippets: Partial<Record<PipelineType, (model: ModelData) =>
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"tabular-classification": snippetTabular,
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"object-detection": snippetFile,
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"image-segmentation": snippetFile,
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"image-to-text": snippetFile,
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"zero-shot-image-classification": snippetZeroShotImageClassification,
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};
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Audio(audio, rate=sampling_rate)`;
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}
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};
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export const snippetDocumentQuestionAnswering = (model: ModelData): string =>
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`def query(payload):
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with open(payload["image"], "rb") as f:
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img = f.read()
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payload["image"] = base64.b64encode(img).decode("utf-8")
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response = requests.post(API_URL, headers=headers, json=payload)
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return response.json()
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output = query({
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"inputs": ${getModelInputSnippet(model)},
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})`;
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export const pythonSnippets: Partial<Record<PipelineType, (model: ModelData) => string>> = {
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// Same order as in tasks/src/pipelines.ts
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"text-classification": snippetBasic,
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"tabular-classification": snippetTabular,
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"object-detection": snippetFile,
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"image-segmentation": snippetFile,
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"document-question-answering": snippetDocumentQuestionAnswering,
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"image-to-text": snippetFile,
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"zero-shot-image-classification": snippetZeroShotImageClassification,
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};
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