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Parent(s):
16601c5
Sync widgets demo
Browse files
packages/tasks/src/snippets/inputs.ts
CHANGED
@@ -79,6 +79,9 @@ const inputsTextToAudio = () => `"liquid drum and bass, atmospheric synths, airy
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const inputsAutomaticSpeechRecognition = () => `"sample1.flac"`;
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const inputsZeroShotImageClassification = () => `"cats.jpg"`;
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const modelInputSnippets: {
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@@ -98,6 +101,8 @@ const modelInputSnippets: {
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"sentence-similarity": inputsSentenceSimilarity,
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summarization: inputsSummarization,
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"table-question-answering": inputsTableQuestionAnswering,
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"text-classification": inputsTextClassification,
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"text-generation": inputsTextGeneration,
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"text-to-image": inputsTextToImage,
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const inputsAutomaticSpeechRecognition = () => `"sample1.flac"`;
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const inputsTabularPrediction = () =>
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`'{"Height":[11.52,12.48],"Length1":[23.2,24.0],"Length2":[25.4,26.3],"Species": ["Bream","Bream"]}'`;
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const inputsZeroShotImageClassification = () => `"cats.jpg"`;
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const modelInputSnippets: {
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"sentence-similarity": inputsSentenceSimilarity,
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summarization: inputsSummarization,
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"table-question-answering": inputsTableQuestionAnswering,
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"tabular-regression": inputsTabularPrediction,
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"tabular-classification": inputsTabularPrediction,
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"text-classification": inputsTextClassification,
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"text-generation": inputsTextGeneration,
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"text-to-image": inputsTextToImage,
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packages/tasks/src/snippets/python.ts
CHANGED
@@ -58,6 +58,14 @@ import io
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from PIL import Image
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image = Image.open(io.BytesIO(image_bytes))`;
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export const snippetTextToAudio = (model: ModelData): string => {
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// Transformers TTS pipeline and api-inference-community (AIC) pipeline outputs are diverged
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// with the latest update to inference-api (IA).
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@@ -108,6 +116,8 @@ export const pythonSnippets: Partial<Record<PipelineType, (model: ModelData) =>
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"audio-to-audio": snippetFile,
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"audio-classification": snippetFile,
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"image-classification": snippetFile,
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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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from PIL import Image
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image = Image.open(io.BytesIO(image_bytes))`;
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export const snippetTabular = (model: ModelData): string =>
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`def query(payload):
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response = requests.post(API_URL, headers=headers, json=payload)
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return response.content
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response = query({
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"inputs": {"data": ${getModelInputSnippet(model)}},
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})`;
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export const snippetTextToAudio = (model: ModelData): string => {
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// Transformers TTS pipeline and api-inference-community (AIC) pipeline outputs are diverged
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// with the latest update to inference-api (IA).
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"audio-to-audio": snippetFile,
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"audio-classification": snippetFile,
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"image-classification": snippetFile,
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"tabular-regression": snippetTabular,
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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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