@huggingface/transformers
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State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!
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TypeScript
/**
* A read-only object containing information about the APIs available in the current environment.
*/
export const apis: Readonly<{
/** Whether we are running in a browser environment (and not a web worker) */
IS_BROWSER_ENV: boolean;
/** Whether we are running in a web worker environment */
IS_WEBWORKER_ENV: boolean;
/** Whether the Cache API is available */
IS_WEB_CACHE_AVAILABLE: boolean;
/** Whether the WebGPU API is available */
IS_WEBGPU_AVAILABLE: boolean;
/** Whether the WebNN API is available */
IS_WEBNN_AVAILABLE: boolean;
/** Whether the Node.js process API is available */
IS_PROCESS_AVAILABLE: boolean;
/** Whether we are running in a Node.js environment */
IS_NODE_ENV: boolean;
/** Whether the filesystem API is available */
IS_FS_AVAILABLE: boolean;
/** Whether the path API is available */
IS_PATH_AVAILABLE: boolean;
}>;
/**
* Global variable given visible to users to control execution. This provides users a simple way to configure Transformers.js.
* @typedef {Object} TransformersEnvironment
* @property {string} version This version of Transformers.js.
* @property {{onnx: Partial<import('onnxruntime-common').Env>}} backends Expose environment variables of different backends,
* allowing users to set these variables if they want to.
* @property {boolean} allowRemoteModels Whether to allow loading of remote files, defaults to `true`.
* If set to `false`, it will have the same effect as setting `local_files_only=true` when loading pipelines, models, tokenizers, processors, etc.
* @property {string} remoteHost Host URL to load models from. Defaults to the Hugging Face Hub.
* @property {string} remotePathTemplate Path template to fill in and append to `remoteHost` when loading models.
* @property {boolean} allowLocalModels Whether to allow loading of local files, defaults to `false` if running in-browser, and `true` otherwise.
* If set to `false`, it will skip the local file check and try to load the model from the remote host.
* @property {string} localModelPath Path to load local models from. Defaults to `/models/`.
* @property {boolean} useFS Whether to use the file system to load files. By default, it is `true` if available.
* @property {boolean} useBrowserCache Whether to use Cache API to cache models. By default, it is `true` if available.
* @property {boolean} useFSCache Whether to use the file system to cache files. By default, it is `true` if available.
* @property {string} cacheDir The directory to use for caching files with the file system. By default, it is `./.cache`.
* @property {boolean} useCustomCache Whether to use a custom cache system (defined by `customCache`), defaults to `false`.
* @property {Object} customCache The custom cache to use. Defaults to `null`. Note: this must be an object which
* implements the `match` and `put` functions of the Web Cache API. For more information, see https://developer.mozilla.org/en-US/docs/Web/API/Cache
*/
/** @type {TransformersEnvironment} */
export const env: TransformersEnvironment;
/**
* Global variable given visible to users to control execution. This provides users a simple way to configure Transformers.js.
*/
export type TransformersEnvironment = {
/**
* This version of Transformers.js.
*/
version: string;
/**
* Expose environment variables of different backends,
* allowing users to set these variables if they want to.
*/
backends: {
onnx: Partial<import("onnxruntime-common").Env>;
};
/**
* Whether to allow loading of remote files, defaults to `true`.
* If set to `false`, it will have the same effect as setting `local_files_only=true` when loading pipelines, models, tokenizers, processors, etc.
*/
allowRemoteModels: boolean;
/**
* Host URL to load models from. Defaults to the Hugging Face Hub.
*/
remoteHost: string;
/**
* Path template to fill in and append to `remoteHost` when loading models.
*/
remotePathTemplate: string;
/**
* Whether to allow loading of local files, defaults to `false` if running in-browser, and `true` otherwise.
* If set to `false`, it will skip the local file check and try to load the model from the remote host.
*/
allowLocalModels: boolean;
/**
* Path to load local models from. Defaults to `/models/`.
*/
localModelPath: string;
/**
* Whether to use the file system to load files. By default, it is `true` if available.
*/
useFS: boolean;
/**
* Whether to use Cache API to cache models. By default, it is `true` if available.
*/
useBrowserCache: boolean;
/**
* Whether to use the file system to cache files. By default, it is `true` if available.
*/
useFSCache: boolean;
/**
* The directory to use for caching files with the file system. By default, it is `./.cache`.
*/
cacheDir: string;
/**
* Whether to use a custom cache system (defined by `customCache`), defaults to `false`.
*/
useCustomCache: boolean;
/**
* The custom cache to use. Defaults to `null`. Note: this must be an object which
* implements the `match` and `put` functions of the Web Cache API. For more information, see https://developer.mozilla.org/en-US/docs/Web/API/Cache
*/
customCache: any;
};
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