in semantic-image-search-web/src/worker.js [20:44]
static async getInstance(progress_callback = null) {
// Load tokenizer and text model
this.tokenizer ??= AutoTokenizer.from_pretrained(this.model_id, {
progress_callback,
});
this.text_model ??= CLIPTextModelWithProjection.from_pretrained(
this.model_id,
{ progress_callback },
);
this.metadata ??= getCachedJSON(this.BASE_URL + "image-embeddings.json");
this.embeddings ??= new Promise((resolve, reject) => {
getCachedFile(this.BASE_URL + "image-embeddings_25k-512-32bit.bin")
.then((buffer) => {
resolve(new Float32Array(buffer));
})
.catch(reject);
});
return Promise.all([
this.tokenizer,
this.text_model,
this.metadata,
this.embeddings,
]);
}