@huggingface/tasks
Version:
List of ML tasks for huggingface.co/tasks
83 lines • 3.85 kB
TypeScript
/**
* See default-widget-inputs.ts for the default widget inputs, this files only contains the types
*/
import type { ChatCompletionInputMessage } from "./tasks/index.js";
type TableData = Record<string, (string | number)[]>;
export type WidgetExampleOutputLabels = Array<{
label: string;
score: number;
}>;
export interface WidgetExampleOutputAnswerScore {
answer: string;
score: number;
}
export interface WidgetExampleOutputText {
text: string;
}
export interface WidgetExampleOutputUrl {
url: string;
}
export type WidgetExampleOutput = WidgetExampleOutputLabels | WidgetExampleOutputAnswerScore | WidgetExampleOutputText | WidgetExampleOutputUrl;
export interface WidgetExampleBase<TOutput> {
example_title?: string;
group?: string;
/**
* Potential overrides to API parameters for this specific example
* (takes precedences over the model card metadata's inference.parameters)
*/
parameters?: {
aggregation_strategy?: string;
top_k?: number;
top_p?: number;
temperature?: number;
max_new_tokens?: number;
do_sample?: boolean;
negative_prompt?: string;
guidance_scale?: number;
num_inference_steps?: number;
};
/**
* Optional output
*/
output?: TOutput;
}
export interface WidgetExampleChatInput<TOutput = WidgetExampleOutput> extends WidgetExampleBase<TOutput> {
messages: ChatCompletionInputMessage[];
}
export interface WidgetExampleTextInput<TOutput = WidgetExampleOutput> extends WidgetExampleBase<TOutput> {
text: string;
}
export interface WidgetExampleTextAndContextInput<TOutput = WidgetExampleOutput> extends WidgetExampleTextInput<TOutput> {
context: string;
}
export interface WidgetExampleTextAndTableInput<TOutput = WidgetExampleOutput> extends WidgetExampleTextInput<TOutput> {
table: TableData;
}
export interface WidgetExampleAssetInput<TOutput = WidgetExampleOutput> extends WidgetExampleBase<TOutput> {
src: string;
}
export interface WidgetExampleAssetAndPromptInput<TOutput = WidgetExampleOutput> extends WidgetExampleAssetInput<TOutput> {
prompt: string;
}
export type WidgetExampleAssetAndTextInput<TOutput = WidgetExampleOutput> = WidgetExampleAssetInput<TOutput> & WidgetExampleTextInput<TOutput>;
export type WidgetExampleAssetAndZeroShotInput<TOutput = WidgetExampleOutput> = WidgetExampleAssetInput<TOutput> & WidgetExampleZeroShotTextInput<TOutput>;
export interface WidgetExampleStructuredDataInput<TOutput = WidgetExampleOutput> extends WidgetExampleBase<TOutput> {
structured_data: TableData;
}
export interface WidgetExampleTableDataInput<TOutput = WidgetExampleOutput> extends WidgetExampleBase<TOutput> {
table: TableData;
}
export interface WidgetExampleZeroShotTextInput<TOutput = WidgetExampleOutput> extends WidgetExampleTextInput<TOutput> {
text: string;
candidate_labels: string;
multi_class: boolean;
}
export interface WidgetExampleSentenceSimilarityInput<TOutput = WidgetExampleOutput> extends WidgetExampleBase<TOutput> {
source_sentence: string;
sentences: string[];
}
export type WidgetExample<TOutput = WidgetExampleOutput> = WidgetExampleChatInput<TOutput> | WidgetExampleTextInput<TOutput> | WidgetExampleTextAndContextInput<TOutput> | WidgetExampleTextAndTableInput<TOutput> | WidgetExampleAssetInput<TOutput> | WidgetExampleAssetAndPromptInput<TOutput> | WidgetExampleAssetAndTextInput<TOutput> | WidgetExampleAssetAndZeroShotInput<TOutput> | WidgetExampleStructuredDataInput<TOutput> | WidgetExampleTableDataInput<TOutput> | WidgetExampleZeroShotTextInput<TOutput> | WidgetExampleSentenceSimilarityInput<TOutput>;
type KeysOfUnion<T> = T extends unknown ? keyof T : never;
export type WidgetExampleAttribute = KeysOfUnion<WidgetExample>;
export {};
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