gemma-7b-it-python / widget-example.ts
Ubuntu
modified: README.md
8bb2147
type TableData = Record<string, (string | number)[]>;
//#region outputs
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;
//#endregion
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?: {
/// token-classification
aggregation_strategy?: string;
/// text-generation
top_k?: number;
top_p?: number;
temperature?: number;
max_new_tokens?: number;
do_sample?: boolean;
/// text-to-image
negative_prompt?: string;
guidance_scale?: number;
num_inference_steps?: number;
};
/**
* Optional output
*/
output?: TOutput;
}
export interface ChatMessage {
role: "user" | "assistant" | "system";
content: string;
}
export interface WidgetExampleChatInput<TOutput = WidgetExampleOutput> extends WidgetExampleBase<TOutput> {
messages: ChatMessage[];
}
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[];
}
//#endregion
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>;