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Running
on
CPU Upgrade
machineuser
commited on
Commit
·
767bfd8
1
Parent(s):
54baff5
Sync widgets demo
Browse files
packages/tasks/src/snippets/inputs.ts
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@@ -79,6 +79,8 @@ const inputsTextToAudio = () => `"liquid drum and bass, atmospheric synths, airy
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const inputsAutomaticSpeechRecognition = () => `"sample1.flac"`;
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const modelInputSnippets: {
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[key in PipelineType]?: (model: ModelData) => string;
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} = {
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@@ -105,6 +107,7 @@ const modelInputSnippets: {
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"token-classification": inputsTokenClassification,
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translation: inputsTranslation,
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"zero-shot-classification": inputsZeroShotClassification,
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};
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// Use noWrap to put the whole snippet on a single line (removing new lines and tabulations)
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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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[key in PipelineType]?: (model: ModelData) => string;
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} = {
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"token-classification": inputsTokenClassification,
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translation: inputsTranslation,
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"zero-shot-classification": inputsZeroShotClassification,
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"zero-shot-image-classification": inputsZeroShotImageClassification,
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};
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// Use noWrap to put the whole snippet on a single line (removing new lines and tabulations)
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packages/tasks/src/snippets/python.ts
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@@ -12,6 +12,22 @@ output = query({
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"parameters": {"candidate_labels": ["refund", "legal", "faq"]},
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})`;
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export const snippetBasic = (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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@@ -71,7 +87,7 @@ 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
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"text-classification": snippetBasic,
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"token-classification": snippetBasic,
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"table-question-answering": snippetBasic,
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@@ -92,9 +108,10 @@ 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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-
"image-to-text": snippetFile,
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"object-detection": snippetFile,
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"image-segmentation": snippetFile,
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};
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export function getPythonInferenceSnippet(model: ModelData, accessToken: string): string {
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"parameters": {"candidate_labels": ["refund", "legal", "faq"]},
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})`;
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export const snippetZeroShotImageClassification = (model: ModelData): string =>
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`def query(data):
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with open(data["image_path"], "rb") as f:
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img = f.read()
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payload={
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"parameters": data["parameters"],
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"inputs": base64.b64encode(img).decode("utf-8")
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}
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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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"image_path": ${getModelInputSnippet(model)},
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"parameters": {"candidate_labels": ["cat", "dog", "llama"]},
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})`;
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export const snippetBasic = (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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}
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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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"token-classification": snippetBasic,
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"table-question-answering": snippetBasic,
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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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"zero-shot-image-classification": snippetZeroShotImageClassification,
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};
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export function getPythonInferenceSnippet(model: ModelData, accessToken: string): string {
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