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" + ] + }, + "metadata": {} + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "TrainOutput(global_step=1130, training_loss=0.5392371152750158, metrics={'train_runtime': 5864.8692, 'train_samples_per_second': 1.533, 'train_steps_per_second': 0.193, 'total_flos': 6.133988274624e+17, 'train_loss': 0.5392371152750158, 'epoch': 10.0})" + ] + }, + "metadata": {}, + "execution_count": 25 + } + ] + }, + { + "cell_type": "code", + "source": [ + "kwargs = {\n", + " \"dataset_tags\": \"marsyas/gtzan\",\n", + " \"dataset\": \"GTZAN\",\n", + " \"model_name\": f\"{model_name}-finetuned-gtzan\",\n", + " \"finetuned_from\": model_id,\n", + " \"tasks\": \"audio-classification\",\n", + "}\n", + "\n", + "trainer.push_to_hub(**kwargs)" + ], + "metadata": { + "id": "-KtKtq6QGq9r", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 106 + }, + "outputId": "5bcc273c-ff11-416e-c430-3744ee4b1638" + }, + "execution_count": 26, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "CommitInfo(commit_url='https://huggingface.co/ahk-d/distilhubert-finetuned-gtzan/commit/e61e184ef5bc276c6860b685c5f185bba863aacc', commit_message='End of training', commit_description='', oid='e61e184ef5bc276c6860b685c5f185bba863aacc', pr_url=None, repo_url=RepoUrl('https://huggingface.co/ahk-d/distilhubert-finetuned-gtzan', endpoint='https://huggingface.co', repo_type='model', repo_id='ahk-d/distilhubert-finetuned-gtzan'), pr_revision=None, pr_num=None)" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "string" + } + }, + "metadata": {}, + "execution_count": 26 + } + ] + }, + { + "cell_type": "code", + "source": [ + "trainer.evaluate()\n", + "\n", + "kwargs = {\n", + " \"dataset_tags\": \"marsyas/gtzan\",\n", + " \"dataset\": \"GTZAN\",\n", + " \"model_name\": f\"{model_name}-finetuned-gtzan\",\n", + " \"finetuned_from\": model_id,\n", + " \"tasks\": \"audio-classification\",\n", + "}\n", + "\n", + "trainer.push_to_hub(**kwargs)" + ], + "metadata": { + "id": "9__uOi3CGrAJ", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 158, + "referenced_widgets": [ + "79f44659db78474885f53e12899ae154", + "b17463e0bafd4c8690327221b6f6f0c3", + "09a2cf3f888b42d19468112c310c1a3d", + "427649e9bb874be1a0fccd207b84a6a3", + "2e34d55225844232b4585ade5a2e86d4", + "a00ec97f1a294755a144a5c9024d36cc", + "ea69a5dc4c91438d8694f8f94afec3be", + "47eed2dc34d1451c9bb0de6820ec889f", + "097928617c1b4747a6be9cde7e9de165", + "45933fc391184dcabe6e3cc2bd6c179d", + "9e27c82294cb48c789b7ca02269dc918" + ] + }, + "outputId": "ca8dd17a-5c2d-47b0-92c5-0bab9e6ea3a4" + }, + "execution_count": 27, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + "

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