Index _ | A | B | C | D | E | F | G | I | L | M | O | P | R | S _ _colbert_embedding() (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) _compute_cross_device_neg_loss() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel method) _compute_in_batch_neg_loss() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel method) _compute_no_in_batch_neg_loss() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel method) _compute_similarity() (FlagEmbedding.finetune.embedder.decoder_only.base.BiDecoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.decoder_only.icl.BiDecoderOnlyEmbedderICLModel method) (FlagEmbedding.finetune.embedder.encoder_only.base.BiEncoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) _concatenate_results_from_multi_process() (FlagEmbedding.abc.inference.AbsEmbedder method) _create_batch_data() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderSameDatasetTrainDataset method) (FlagEmbedding.finetune.embedder.decoder_only.icl.DecoderOnlyEmbedderICLSameDatasetTrainDataset method) _dense_embedding() (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) _dist_gather_tensor() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel method) _encode() (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) _encode_multi_process_worker() (FlagEmbedding.abc.inference.AbsEmbedder static method) (FlagEmbedding.abc.inference.AbsReranker static method) _get_file_batch_size() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderSameDatasetTrainDataset static method) _get_queries_attention_mask() (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) _get_train_group_size() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderSameDatasetTrainDataset method) _load_dataset() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderSameDatasetTrainDataset method) (FlagEmbedding.abc.finetune.embedder.AbsEmbedderTrainDataset method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerTrainDataset method) _sentence_embedding() (FlagEmbedding.finetune.embedder.decoder_only.base.BiDecoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.decoder_only.icl.BiDecoderOnlyEmbedderICLModel method) (FlagEmbedding.finetune.embedder.encoder_only.base.BiEncoderOnlyEmbedderModel method) _shuffle_text() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderTrainDataset method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerTrainDataset method) _sparse_embedding() (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) A AbsEmbedder (class in FlagEmbedding.abc.inference) AbsEmbedderCollator (class in FlagEmbedding.abc.finetune.embedder) AbsEmbedderDataArguments (class in FlagEmbedding.abc.finetune.embedder) AbsEmbedderModel (class in FlagEmbedding.abc.finetune.embedder) AbsEmbedderModelArguments (class in FlagEmbedding.abc.finetune.embedder) AbsEmbedderRunner (class in FlagEmbedding.abc.finetune.embedder) AbsEmbedderSameDatasetCollator (class in FlagEmbedding.abc.finetune.embedder) (class in FlagEmbedding.finetune.embedder.decoder_only.icl) AbsEmbedderSameDatasetTrainDataset (class in FlagEmbedding.abc.finetune.embedder) AbsEmbedderTrainDataset (class in FlagEmbedding.abc.finetune.embedder) AbsEmbedderTrainer (class in FlagEmbedding.abc.finetune.embedder) AbsLLMRerankerCollator (class in FlagEmbedding.abc.finetune.reranker) AbsLLMRerankerTrainDataset (class in FlagEmbedding.abc.finetune.reranker) AbsReranker (class in FlagEmbedding.abc.inference) AbsRerankerCollator (class in FlagEmbedding.abc.finetune.reranker) AbsRerankerDataArguments (class in FlagEmbedding.abc.finetune.reranker) AbsRerankerModel (class in FlagEmbedding.abc.finetune.reranker) AbsRerankerModelArguments (class in FlagEmbedding.abc.finetune.reranker) AbsRerankerRunner (class in FlagEmbedding.abc.finetune.reranker) AbsRerankerTrainDataset (class in FlagEmbedding.abc.finetune.reranker) AbsRerankerTrainer (class in FlagEmbedding.abc.finetune.reranker) B BaseEmbedder (class in FlagEmbedding.inference.embedder.encoder_only.base) BaseLLMEmbedder (class in FlagEmbedding.inference.embedder.decoder_only.base) BaseLLMReranker (class in FlagEmbedding.inference.reranker.decoder_only.base) BaseReranker (class in FlagEmbedding.inference.reranker.encoder_only.base) BiDecoderOnlyEmbedderICLModel (class in FlagEmbedding.finetune.embedder.decoder_only.icl) BiDecoderOnlyEmbedderModel (class in FlagEmbedding.finetune.embedder.decoder_only.base) BiEncoderOnlyEmbedderModel (class in FlagEmbedding.finetune.embedder.encoder_only.base) C colbert_score() (FlagEmbedding.inference.embedder.encoder_only.m3.M3Embedder method) compute_colbert_score() (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) compute_dense_score() (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) compute_lexical_matching_score() (FlagEmbedding.inference.embedder.encoder_only.m3.M3Embedder method) compute_local_score() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel method) compute_loss() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel method) (FlagEmbedding.abc.finetune.embedder.AbsEmbedderTrainer method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerModel method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerTrainer method) (FlagEmbedding.finetune.embedder.decoder_only.base.BiDecoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.decoder_only.icl.BiDecoderOnlyEmbedderICLModel method) (FlagEmbedding.finetune.embedder.encoder_only.base.BiEncoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) compute_score() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel method) (FlagEmbedding.abc.inference.AbsReranker method) (FlagEmbedding.finetune.embedder.decoder_only.base.BiDecoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.decoder_only.icl.BiDecoderOnlyEmbedderICLModel method) (FlagEmbedding.finetune.embedder.encoder_only.base.BiEncoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) (FlagEmbedding.inference.embedder.encoder_only.m3.M3Embedder method) compute_score_multi_process() (FlagEmbedding.inference.embedder.encoder_only.m3.M3Embedder method) compute_score_single_device() (FlagEmbedding.inference.embedder.encoder_only.m3.M3Embedder method) compute_score_single_gpu (class in FlagEmbedding.inference.reranker.decoder_only.base.BaseLLMReranker) (class in FlagEmbedding.inference.reranker.decoder_only.layerwise.LayerWiseLLMReranker) (class in FlagEmbedding.inference.reranker.decoder_only.lightweight.LightweightLLMReranker) (class in FlagEmbedding.inference.reranker.encoder_only.base.BaseReranker) compute_score_single_gpu() (FlagEmbedding.abc.inference.AbsReranker method) compute_sparse_score() (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) convert_id_to_token() (FlagEmbedding.inference.embedder.encoder_only.m3.M3Embedder method) create_one_example() (FlagEmbedding.abc.finetune.reranker.AbsRerankerTrainDataset method) CrossDecoderModel (class in FlagEmbedding.finetune.reranker.decoder_only.base) (class in FlagEmbedding.finetune.reranker.decoder_only.layerwise) CrossEncoderModel (class in FlagEmbedding.finetune.reranker.encoder_only.base) D DecoderOnlyEmbedderICLDataArguments (class in FlagEmbedding.finetune.embedder.decoder_only.icl) DecoderOnlyEmbedderICLModelArguments (class in FlagEmbedding.finetune.embedder.decoder_only.icl) DecoderOnlyEmbedderICLRunner (class in FlagEmbedding.finetune.embedder.decoder_only.icl) DecoderOnlyEmbedderICLSameDatasetTrainDataset (class in FlagEmbedding.finetune.embedder.decoder_only.icl) DecoderOnlyEmbedderICLTrainer (class in FlagEmbedding.finetune.embedder.decoder_only.icl) DecoderOnlyEmbedderModelArguments (class in FlagEmbedding.finetune.embedder.decoder_only.base) DecoderOnlyEmbedderRunner (class in FlagEmbedding.finetune.embedder.decoder_only.base) DecoderOnlyEmbedderTrainer (class in FlagEmbedding.finetune.embedder.decoder_only.base) DecoderOnlyRerankerRunner (class in FlagEmbedding.finetune.reranker.decoder_only.base) (class in FlagEmbedding.finetune.reranker.decoder_only.layerwise) DecoderOnlyRerankerTrainer (class in FlagEmbedding.finetune.reranker.decoder_only.base) (class in FlagEmbedding.finetune.reranker.decoder_only.layerwise) DEFAULT_POOLING_METHOD (FlagEmbedding.inference.embedder.decoder_only.base.BaseLLMEmbedder attribute) (FlagEmbedding.inference.embedder.decoder_only.icl.ICLLLMEmbedder attribute) (FlagEmbedding.inference.embedder.encoder_only.base.BaseEmbedder attribute) (FlagEmbedding.inference.embedder.encoder_only.m3.M3Embedder attribute) distill_loss() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel static method) E EmbedderOutput (class in FlagEmbedding.abc.finetune.embedder) EmbedderTrainerCallbackForDataRefresh (class in FlagEmbedding.abc.finetune.embedder) enable_input_require_grads() (FlagEmbedding.abc.finetune.reranker.AbsRerankerModel method) (FlagEmbedding.finetune.embedder.decoder_only.base.BiDecoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.decoder_only.icl.BiDecoderOnlyEmbedderICLModel method) (FlagEmbedding.finetune.embedder.encoder_only.base.BiEncoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) encode() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerModel method) (FlagEmbedding.abc.inference.AbsEmbedder method) (FlagEmbedding.finetune.embedder.decoder_only.base.BiDecoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.decoder_only.icl.BiDecoderOnlyEmbedderICLModel method) (FlagEmbedding.finetune.embedder.encoder_only.base.BiEncoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) (FlagEmbedding.finetune.reranker.decoder_only.base.CrossDecoderModel method) (FlagEmbedding.finetune.reranker.decoder_only.layerwise.CrossDecoderModel method) (FlagEmbedding.finetune.reranker.encoder_only.base.CrossEncoderModel method) (FlagEmbedding.inference.embedder.decoder_only.base.BaseLLMEmbedder method) (FlagEmbedding.inference.embedder.decoder_only.icl.ICLLLMEmbedder method) (FlagEmbedding.inference.embedder.encoder_only.base.BaseEmbedder method) (FlagEmbedding.inference.embedder.encoder_only.m3.M3Embedder method) encode_corpus() (FlagEmbedding.abc.inference.AbsEmbedder method) (FlagEmbedding.inference.embedder.decoder_only.base.BaseLLMEmbedder method) (FlagEmbedding.inference.embedder.decoder_only.icl.ICLLLMEmbedder method) (FlagEmbedding.inference.embedder.encoder_only.base.BaseEmbedder method) (FlagEmbedding.inference.embedder.encoder_only.m3.M3Embedder method) encode_multi_process() (FlagEmbedding.abc.inference.AbsEmbedder method) (FlagEmbedding.abc.inference.AbsReranker method) encode_queries() (FlagEmbedding.abc.inference.AbsEmbedder method) (FlagEmbedding.inference.embedder.decoder_only.base.BaseLLMEmbedder method) (FlagEmbedding.inference.embedder.decoder_only.icl.ICLLLMEmbedder method) (FlagEmbedding.inference.embedder.encoder_only.m3.M3Embedder method) encode_queries_single_device() (FlagEmbedding.inference.embedder.decoder_only.icl.ICLLLMEmbedder method) encode_single_device() (FlagEmbedding.abc.inference.AbsEmbedder method) (FlagEmbedding.inference.embedder.decoder_only.base.BaseLLMEmbedder method) (FlagEmbedding.inference.embedder.decoder_only.icl.ICLLLMEmbedder method) (FlagEmbedding.inference.embedder.encoder_only.base.BaseEmbedder method) (FlagEmbedding.inference.embedder.encoder_only.m3.M3Embedder method) EncoderOnlyEmbedderM3Model (class in FlagEmbedding.finetune.embedder.encoder_only.m3) EncoderOnlyEmbedderM3ModelArguments (class in FlagEmbedding.finetune.embedder.encoder_only.m3) EncoderOnlyEmbedderM3ModelForInference (class in FlagEmbedding.finetune.embedder.encoder_only.m3) EncoderOnlyEmbedderM3Runner (class in FlagEmbedding.finetune.embedder.encoder_only.m3) EncoderOnlyEmbedderM3Trainer (class in FlagEmbedding.finetune.embedder.encoder_only.m3) EncoderOnlyEmbedderM3TrainingArguments (class in FlagEmbedding.finetune.embedder.encoder_only.m3) EncoderOnlyEmbedderRunner (class in FlagEmbedding.finetune.embedder.encoder_only.base) EncoderOnlyEmbedderTrainer (class in FlagEmbedding.finetune.embedder.encoder_only.base) EncoderOnlyRerankerRunner (class in FlagEmbedding.finetune.reranker.encoder_only.base) EncoderOnlyRerankerTrainer (class in FlagEmbedding.finetune.reranker.encoder_only.base) ensemble_score() (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) F FlagAutoModel (class in FlagEmbedding.inference) FlagAutoReranker (class in FlagEmbedding.inference) forward() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerModel method) (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3ModelForInference method) (FlagEmbedding.finetune.reranker.decoder_only.layerwise.CrossDecoderModel method) from_finetuned() (FlagEmbedding.inference.FlagAutoModel class method) (FlagEmbedding.inference.FlagAutoReranker class method) G get_detailed_example() (FlagEmbedding.inference.embedder.decoder_only.icl.ICLLLMEmbedder static method) get_detailed_inputs() (FlagEmbedding.abc.inference.AbsReranker method) get_detailed_instruct() (FlagEmbedding.abc.inference.AbsEmbedder static method) (FlagEmbedding.abc.inference.AbsReranker method) get_local_score() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel method) get_model() (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Runner static method) get_target_devices() (FlagEmbedding.abc.inference.AbsEmbedder static method) (FlagEmbedding.abc.inference.AbsReranker static method) gradient_checkpointing_enable() (FlagEmbedding.abc.finetune.reranker.AbsRerankerModel method) (FlagEmbedding.finetune.embedder.decoder_only.base.BiDecoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.decoder_only.icl.BiDecoderOnlyEmbedderICLModel method) (FlagEmbedding.finetune.embedder.encoder_only.base.BiEncoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) I ICLLLMEmbedder (class in FlagEmbedding.inference.embedder.decoder_only.icl) L LayerWiseLLMReranker (class in FlagEmbedding.inference.reranker.decoder_only.layerwise) LightweightLLMReranker (class in FlagEmbedding.inference.reranker.decoder_only.lightweight) load_data_collator() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderRunner method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerRunner method) load_tokenizer_and_model() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderRunner method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerRunner method) (FlagEmbedding.finetune.embedder.decoder_only.base.DecoderOnlyEmbedderRunner method) (FlagEmbedding.finetune.embedder.decoder_only.icl.DecoderOnlyEmbedderICLRunner method) (FlagEmbedding.finetune.embedder.encoder_only.base.EncoderOnlyEmbedderRunner method) (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Runner method) (FlagEmbedding.finetune.reranker.decoder_only.base.DecoderOnlyRerankerRunner method) (FlagEmbedding.finetune.reranker.decoder_only.layerwise.DecoderOnlyRerankerRunner method) (FlagEmbedding.finetune.reranker.encoder_only.base.EncoderOnlyRerankerRunner method) load_train_dataset() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderRunner method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerRunner method) (FlagEmbedding.finetune.embedder.decoder_only.icl.DecoderOnlyEmbedderICLRunner method) load_trainer() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderRunner method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerRunner method) (FlagEmbedding.finetune.embedder.decoder_only.base.DecoderOnlyEmbedderRunner method) (FlagEmbedding.finetune.embedder.decoder_only.icl.DecoderOnlyEmbedderICLRunner method) (FlagEmbedding.finetune.embedder.encoder_only.base.EncoderOnlyEmbedderRunner method) (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Runner method) (FlagEmbedding.finetune.reranker.decoder_only.base.DecoderOnlyRerankerRunner method) (FlagEmbedding.finetune.reranker.decoder_only.layerwise.DecoderOnlyRerankerRunner method) (FlagEmbedding.finetune.reranker.encoder_only.base.EncoderOnlyRerankerRunner method) M M3Embedder (class in FlagEmbedding.inference.embedder.encoder_only.m3) O on_epoch_end() (FlagEmbedding.abc.finetune.embedder.EmbedderTrainerCallbackForDataRefresh method) P pooling() (FlagEmbedding.inference.embedder.encoder_only.base.BaseEmbedder method) R refresh_epoch() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderSameDatasetTrainDataset method) RerankerModelArguments (class in FlagEmbedding.finetune.reranker.decoder_only.base) (class in FlagEmbedding.finetune.reranker.decoder_only.layerwise) RerankerOutput (class in FlagEmbedding.abc.finetune.reranker) run() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderRunner method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerRunner method) (FlagEmbedding.finetune.embedder.decoder_only.base.DecoderOnlyEmbedderRunner method) (FlagEmbedding.finetune.embedder.decoder_only.icl.DecoderOnlyEmbedderICLRunner method) (FlagEmbedding.finetune.reranker.decoder_only.base.DecoderOnlyRerankerRunner method) (FlagEmbedding.finetune.reranker.decoder_only.layerwise.DecoderOnlyRerankerRunner method) S save() (FlagEmbedding.abc.finetune.embedder.AbsEmbedderModel method) (FlagEmbedding.abc.finetune.reranker.AbsRerankerModel method) (FlagEmbedding.finetune.embedder.decoder_only.base.BiDecoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.decoder_only.icl.BiDecoderOnlyEmbedderICLModel method) (FlagEmbedding.finetune.embedder.encoder_only.base.BiEncoderOnlyEmbedderModel method) (FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model method) save_pretrained() (FlagEmbedding.abc.finetune.reranker.AbsRerankerModel method) set_examples() (FlagEmbedding.inference.embedder.decoder_only.icl.ICLLLMEmbedder method) start_multi_process_pool() (FlagEmbedding.abc.inference.AbsEmbedder method) (FlagEmbedding.abc.inference.AbsReranker method) stop_multi_process_pool() (FlagEmbedding.abc.inference.AbsEmbedder static method) (FlagEmbedding.abc.inference.AbsReranker static method)
