├── .coveragerc ├── .github └── workflows │ ├── build_documentation.yml │ ├── build_pr_documentation.yml │ ├── delete_doc_comment_trigger.yml │ ├── quality.yml │ ├── tests.yml │ └── upload_pr_documentation.yml ├── .gitignore ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── RELEASE.md ├── Zero_cost_Zero_time_Zero_shot_Financial_Sentiment_Analysis.ipynb ├── assets └── setfit.png ├── docs ├── README.md └── source │ ├── _config.py │ └── en │ ├── _toctree.yml │ ├── conceptual_guides │ ├── sampling_strategies.mdx │ └── setfit.mdx │ ├── how_to │ ├── absa.mdx │ ├── batch_sizes.mdx │ ├── callbacks.mdx │ ├── classification_heads.mdx │ ├── hyperparameter_optimization.mdx │ ├── knowledge_distillation.mdx │ ├── model_cards.mdx │ ├── multilabel.mdx │ ├── overview.mdx │ ├── v1.0.0_migration_guide.mdx │ └── zero_shot.mdx │ ├── index.mdx │ ├── installation.mdx │ ├── quickstart.mdx │ ├── reference │ ├── main.mdx │ ├── trainer.mdx │ └── utility.mdx │ └── tutorials │ ├── onnx.mdx │ ├── overview.mdx │ └── zero_shot.mdx ├── final_results ├── adapet │ ├── .gitkeep │ ├── albert-xxlarge-v2.tar.gz │ ├── xlm-roberta-base_all__lang_prompt.tar.gz │ ├── xlm-roberta-base_each__lang_prompt.tar.gz │ └── xlm-roberta-base_en__eng_prompt.tar.gz ├── distillation │ └── distillation_results.tar.gz ├── perfect.tar.gz ├── setfit │ ├── all-MiniLM-L6-v2.tar.gz │ ├── all-roberta-large-v1.tar.gz │ ├── paraphrase-mpnet-base-v2-epochs_20-with-augmentation.tar.gz │ ├── paraphrase-mpnet-base-v2-epochs_20.tar.gz │ ├── paraphrase-mpnet-base-v2-epochs_5.tar.gz │ ├── paraphrase-mpnet-base-v2-linear-probe.tar.gz │ └── paraphrase-multilingual-mpnet-base-v2.tar.gz ├── tfew │ ├── t011b_pretrained-v2.tar.gz │ └── t03b_pretrained-v2.tar.gz └── transformers │ ├── distilbert-base-uncased.tar.gz │ ├── roberta-large.tar.gz │ └── xlm-roberta-base.tar.gz ├── notebooks ├── .gitkeep ├── README.md ├── multilabel_HoC.ipynb ├── onnx_model_export.ipynb ├── openvino_inference.ipynb ├── setfit-absa-fiqa.ipynb ├── setfit-onnx-optimum.ipynb ├── setfit-optimum-intel.ipynb ├── text-classification.ipynb ├── text-classification_hyperparameter-search.ipynb ├── text-classification_multilabel.ipynb ├── zero-shot-classification.ipynb └── zero_cost_zero_time_zero_shot_financial_sentiment_analysis.ipynb ├── scripts ├── adapet │ ├── .gitkeep │ └── ADAPET │ │ ├── .gitignore │ │ ├── README.md │ │ ├── bin │ │ ├── dev.sh │ │ ├── init.sh │ │ ├── setup.sh │ │ ├── test.sh │ │ └── train.sh │ │ ├── cli.py │ │ ├── config │ │ ├── BoolQ.json │ │ ├── CB.json │ │ ├── COPA.json │ │ ├── Generic.json │ │ ├── MultiRC.json │ │ ├── RTE.json │ │ ├── ReCoRD.json │ │ ├── WSC.json │ │ ├── WiC.json │ │ └── sst-2.json │ │ ├── requirements.txt │ │ ├── setfit_adapet.py │ │ ├── src │ │ ├── adapet.py │ │ ├── adapet_test_eval.py │ │ ├── data │ │ │ ├── Batcher.py │ │ │ ├── BoolQReader.py │ │ │ ├── CBReader.py │ │ │ ├── COPAReader.py │ │ │ ├── Dataset.py │ │ │ ├── DatasetReader.py │ │ │ ├── GenericReader.py │ │ │ ├── MultiRCReader.py │ │ │ ├── RTEReader.py │ │ │ ├── RecordReader.py │ │ │ ├── WSCReader.py │ │ │ ├── WiCReader.py │ │ │ └── tokenize.py │ │ ├── dev.py │ │ ├── eval │ │ │ ├── Scorer.py │ │ │ ├── Writer.py │ │ │ └── eval_model.py │ │ ├── run_pretrained.py │ │ ├── scripts │ │ │ └── example_convert_sst_2_generic.py │ │ ├── test.py │ │ ├── train.py │ │ └── utils │ │ │ ├── Config.py │ │ │ └── util.py │ │ └── utilcode.py ├── create_summary_table.py ├── perfect │ └── README.md ├── plot_summary_comparison.py ├── setfit │ ├── README.md │ ├── distillation_baseline.py │ ├── run_fewshot.py │ ├── run_fewshot_distillation.py │ ├── run_fewshot_multilabel.py │ ├── run_fewshot_multilingual.py │ └── run_zeroshot.py ├── tfew │ ├── README.md │ ├── requirements.txt │ ├── run_tfew_11b.sh │ └── run_tfew_test.sh └── transformers │ ├── README.md │ ├── requirements.txt │ ├── run_fewshot.py │ ├── run_fewshot_multilingual.py │ ├── run_full.py │ ├── run_full_multilingual.py │ ├── run_inference.py │ ├── run_zeroshot.py │ └── utils.py ├── setup.cfg ├── setup.py ├── src └── setfit │ ├── __init__.py │ ├── data.py │ ├── exporters │ ├── __init__.py │ ├── onnx.py │ ├── openvino.py │ └── utils.py │ ├── integrations.py │ ├── logging.py │ ├── losses.py │ ├── model_card.py │ ├── model_card_template.md │ ├── modeling.py │ ├── notebook.py │ ├── sampler.py │ ├── span │ ├── __init__.py │ ├── aspect_extractor.py │ ├── modeling.py │ └── trainer.py │ ├── trainer.py │ ├── trainer_distillation.py │ ├── training_args.py │ └── utils.py ├── tests ├── __init__.py ├── conftest.py ├── exporters │ ├── test_onnx.py │ └── test_openvino.py ├── model_card_pattern.py ├── span │ ├── __init__.py │ ├── aspect_model_card_pattern.py │ ├── polarity_model_card_pattern.py │ ├── test_model_card.py │ ├── test_modeling.py │ └── test_trainer.py ├── test_data.py ├── test_deprecated_trainer.py ├── test_deprecated_trainer_distillation.py ├── test_model_card.py ├── test_modeling.py ├── test_sampler.py ├── test_trainer.py ├── test_trainer_distillation.py ├── 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