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Limit which tasks transformers has support for #591

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Merged
merged 2 commits into from
Mar 29, 2024
Merged

Limit which tasks transformers has support for #591

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ca01d1a
Update library-to-tasks.ts
osanseviero Mar 29, 2024
50e8b03
Rename and update docs
osanseviero Mar 29, 2024
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2 changes: 1 addition & 1 deletion packages/tasks/src/index.ts
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
export { LIBRARY_TASK_MAPPING_EXCLUDING_TRANSFORMERS } from "./library-to-tasks";
export { LIBRARY_TASK_MAPPING } from "./library-to-tasks";
export { MAPPING_DEFAULT_WIDGET } from "./default-widget-inputs";
export type { TaskData, TaskDemo, TaskDemoEntry, ExampleRepo } from "./tasks";
export * from "./tasks";
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28 changes: 23 additions & 5 deletions packages/tasks/src/library-to-tasks.ts
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Expand Up @@ -2,13 +2,13 @@ import type { ModelLibraryKey } from "./model-libraries";
import type { PipelineType } from "./pipelines";

/**
* Mapping from library name (excluding Transformers) to its supported tasks.
* Mapping from library name to its supported tasks.
* Inference API (serverless) should be disabled for all other (library, task) pairs beyond this mapping.
* As an exception, we assume Transformers supports all inference tasks.
* This mapping is generated automatically by "python-api-export-tasks" action in huggingface/api-inference-community repo upon merge.
* Ref: https://github.com/huggingface/api-inference-community/pull/158
* This mapping is partially generated automatically by "python-api-export-tasks" action in
* huggingface/api-inference-community repo upon merge. For transformers, the mapping is manually
* based on api-inference.
*/
export const LIBRARY_TASK_MAPPING_EXCLUDING_TRANSFORMERS: Partial<Record<ModelLibraryKey, PipelineType[]>> = {
export const LIBRARY_TASK_MAPPING: Partial<Record<ModelLibraryKey, PipelineType[]>> = {
"adapter-transformers": ["question-answering", "text-classification", "token-classification"],
allennlp: ["question-answering"],
asteroid: [
Expand Down Expand Up @@ -44,5 +44,23 @@ export const LIBRARY_TASK_MAPPING_EXCLUDING_TRANSFORMERS: Partial<Record<ModelLi
],
stanza: ["token-classification"],
timm: ["image-classification"],
transformers: [
"audio-classification",
"automatic-speech-recognition",
"depth-estimation",
"document-question-answering",
"fill-mask",
"image-classification",
"image-segmentation",
"image-to-text",
"image-to-image",
"object-detection",
"question-answering",
"text-generation",
"text2text-generation",
"visual-question-answering",
"zero-shot-classification",
"zero-shot-image-classification",
],
mindspore: ["image-classification"],
};