├── LICENSE ├── app.py ├── benchmark.py ├── benchmark.sh ├── benchmark ├── __init__.py ├── benchmark_map.py ├── benchmark_metrics.py └── data │ ├── enwik8.gz │ └── text8.gz ├── checkpoints └── .gitkeep ├── conf └── config.yaml ├── data ├── processed │ └── qa │ │ └── .gitkeep ├── raw │ └── qa │ │ └── .gitkeep └── test │ └── .gitkeep ├── data_utils ├── __init__.py ├── download_files_webtext_nouveau_tokenized.py ├── download_files_webtext_tokenized.py ├── upload_checkpoint.py └── upload_checkpoint_CLI.py ├── download_checkpoints.py ├── main.py ├── readme.md ├── requirements ├── requirements-demo ├── src ├── __init__.py ├── models │ ├── GPT2.py │ ├── __init__.py │ ├── gMLP.py │ └── stableembedding.py ├── training │ ├── __init__.py │ └── training_utils.py └── utils │ ├── __init__.py │ ├── adapters.py │ ├── calc.py │ ├── configs.py │ ├── convert_bnb_checkpoint.py │ ├── dynamic_quantization.py │ ├── generation_utils.py │ └── gradio_utils.py ├── tests ├── test_adapters.py └── test_models.py 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