├── .gitignore ├── LICENSE ├── README.md ├── examples ├── KSTER │ ├── README.md │ └── prepare-domadapt.sh ├── PCKMT │ ├── README.md │ └── prepare-domadapt.sh ├── PLAC │ ├── README.md │ └── prepare-domadapt.sh ├── adaptive-knn-mt │ ├── README.md │ └── prepare-domadapt.sh ├── efficient-knnlm │ └── README.md ├── es_knnmt │ ├── README.md │ └── prepare-domadapt.sh ├── knnlm │ └── README.md ├── knnmt │ ├── README.md │ └── prepare-domadapt.sh └── robust-knn-mt │ ├── README.md │ └── prepare-domadapt.sh ├── knn_models ├── __init__.py ├── criterions │ ├── __init__.py │ └── label_smoothed_cross_entropy_for_robust_knn_mt.py ├── data │ ├── __init__.py │ └── pckmt_dataset.py ├── dataclass │ ├── __init__.py │ ├── dim_reduce_config.py │ ├── es_knn_config.py │ └── knn_config.py ├── dim_reduce_utils.py ├── es_knn_utils.py ├── hook_utils.py ├── knn_sequence_scorer.py ├── knn_utils.py ├── prune_utils.py ├── tasks │ ├── __init__.py │ ├── language_modeling_knn.py │ ├── translation_adaptive_knn.py │ ├── translation_es_knn.py │ ├── translation_kernel_smoothed_knn.py │ ├── translation_knn.py │ └── translation_robust_knn.py └── version.txt ├── knn_models_cli ├── build_faiss_index.py ├── count_tokens.py ├── dedup_datastore.py ├── es_knn_manager.py ├── eval_knn_lm.py ├── generate_lm_datastore.py ├── generate_mt_datastore.py ├── merge_datastore.py ├── prune_datastore.py ├── reduce_datastore_dims.py └── tune_knn_params.py ├── requirements.txt ├── setup.py └── tools ├── convert_memmap_dtype.py ├── get_ngram_freq.py ├── sample_parallel_corpus.py └── split_datastore_keys.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cordercorder/knn-models/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cordercorder/knn-models/HEAD/LICENSE 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