36 lines
1.3 KiB
JavaScript
36 lines
1.3 KiB
JavaScript
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import { AutoModel, PreTrainedModel } from '../src/transformers.js';
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import { MAX_TEST_EXECUTION_TIME } from './init.js';
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// TODO: Set cache folder to a temp directory
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describe('Hub', () => {
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describe('Loading models', () => {
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it('should load a model from the local cache', async () => {
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// 1. Local model exists (doesn't matter about status of remote file since local is tried first)
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let model = await AutoModel.from_pretrained('t5-small');
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expect(model).toBeInstanceOf(PreTrainedModel);
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}, MAX_TEST_EXECUTION_TIME);
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it('should load a model from the remote cache', async () => {
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// 2. Local model doesn't exist, remote file exists
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// This tests that fallback functionality is working
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let model = await AutoModel.from_pretrained('Xenova/t5-small');
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expect(model).toBeInstanceOf(PreTrainedModel);
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}, MAX_TEST_EXECUTION_TIME);
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it('should fail to load a model', async () => {
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// 3. Local model doesn't exist, remote file doesn't exist
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// This tests that error handling is working.
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await expect(
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AutoModel.from_pretrained('Xenova/this-model-does-not-exist')
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).rejects
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.toBeInstanceOf(Error);
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}, MAX_TEST_EXECUTION_TIME);
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});
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});
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