Index A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W A accumulate_batch_metrics() (in module meerqat.train.metrics) add_image_features() (meerqat.train.data.QuestionAnsweringDataModule method) add_image_path() (meerqat.train.data.QuestionAnsweringDataModule method) add_or_load_elasticsearch_index() (meerqat.ir.search.KnowledgeBase method) add_or_load_faiss_index() (meerqat.ir.search.KnowledgeBase method) add_or_load_index() (meerqat.ir.search.KnowledgeBase method) add_or_load_pyserini_index() (meerqat.ir.search.KnowledgeBase method) agree() (in module meerqat.data.labelstudio) annotator_agreement() (in module meerqat.data.labelstudio) answer_preprocess() (in module meerqat.data.loading) assign() (in module meerqat.data.labelstudio) assign_annotations() (in module meerqat.data.labelstudio) attentions (meerqat.models.outputs.ECAEncoderOutput attribute) (meerqat.models.outputs.ReRankerOutput attribute) B base_model_prefix (meerqat.models.mm.CLIPForIR attribute) (meerqat.models.mm.ECAEncoder attribute) (meerqat.models.mm.IntermediateLinearFusion attribute) batch_resize() (in module meerqat.image.resize) batch_retrieval() (in module meerqat.train.metrics) batched_cpu() (in module meerqat.train.trainee) BertAttention (class in meerqat.models.bert) BertEmbeddings (class in meerqat.models.bert) BertIntermediate (class in meerqat.models.bert) BertLayer (class in meerqat.models.bert) BertOutput (class in meerqat.models.bert) BertPooler (class in meerqat.models.bert) BertReRanker (class in meerqat.models.rr) BertSelfAttention (class in meerqat.models.bert) BertSelfOutput (class in meerqat.models.bert) BiEncoder (class in meerqat.train.trainee) biencoder_collate_fn() (meerqat.train.data.ICT method) BiEncoderDataModule (class in meerqat.train.data) BiEncoderOutput (class in meerqat.models.outputs) bytes2dict() (in module meerqat.data.wiki) C caption() (in module meerqat.data.wit) cat_breakdown() (in module meerqat.ir.metrics) check_encoding() (in module meerqat.data.wit) clean_str_range() (in module meerqat.data.infoseek) CLIPForIR (class in meerqat.models.mm) collate_fn() (meerqat.train.data.BiEncoderDataModule method) (meerqat.train.data.CrossModalDataModule method) (meerqat.train.data.JointBiEncoderAndClipDataModule method) (meerqat.train.data.ReaderDataModule method) (meerqat.train.data.ReRankerDataModule method) common_filter() (in module meerqat.data.wit) compare() (in module meerqat.ir.metrics) compute_face_embedding() (in module meerqat.image.face_recognition) config_class (meerqat.models.mm.CLIPForIR attribute) (meerqat.models.mm.ECAEncoder attribute) (meerqat.models.mm.FlamantModel attribute) (meerqat.models.mm.IntermediateLinearFusion attribute) configure_optimizers() (meerqat.train.trainee.Trainee method) context_images (meerqat.models.outputs.JointMonoAndCrossModalOutput attribute) context_pooler_output (meerqat.models.outputs.BiEncoderOutput attribute) context_titles (meerqat.models.outputs.JointMonoAndCrossModalOutput attribute) convert_results_dict_list_to_run() (in module meerqat.ir.fuse) count_entities() (in module meerqat.data.kilt2vqa) (in module meerqat.data.mscelebs) create_empty_results_dict() (in module meerqat.ir.fuse) create_empty_results_dict_list() (in module meerqat.ir.fuse) CrossModal (class in meerqat.train.trainee) CrossModalDataModule (class in meerqat.train.data) D DataModule (class in meerqat.train.data) dataset_compute_face_embedding() (in module meerqat.image.face_recognition) dataset_detect_face() (in module meerqat.image.face_detection) dataset_detect_faces() (in module meerqat.image.face_detection) dataset_embed() (in module meerqat.image.embedding) (in module meerqat.ir.embedding) dataset_resize() (in module meerqat.image.resize) dataset_search() (in module meerqat.ir.search) dataset_stats() (in module meerqat.viz.stats) debug_shape() (in module meerqat.models.utils) default_minimum() (in module meerqat.ir.fuse) depiction_instanceof_heuristic() (in module meerqat.data.wiki) detect_face() (in module meerqat.image.face_detection) dict_to_dataset() (in module meerqat.data.wit) disambiguate() (in module meerqat.data.kilt2vqa) download_image() (in module meerqat.data.kilt2vqa) download_images() (in module meerqat.data.kilt2vqa) E ECAEncoder (class in meerqat.models.mm) ECAEncoderOutput (class in meerqat.models.outputs) ECAReRanker (class in meerqat.models.rr) embed() (in module meerqat.image.embedding) (in module meerqat.ir.embedding) EncoderOutput (class in meerqat.models.outputs) end_log_probs (meerqat.models.outputs.ReaderOutput attribute) ES (meerqat.ir.search.IndexKind attribute) eval_epoch_end() (meerqat.train.trainee.BiEncoder method) (meerqat.train.trainee.CrossModal method) (meerqat.train.trainee.JointBiEncoderAndClip method) (meerqat.train.trainee.JointMonoAndCrossModal method) (meerqat.train.trainee.Reader method) (meerqat.train.trainee.ReRanker method) (meerqat.train.trainee.Trainee method) eval_step() (meerqat.train.trainee.BiEncoder method) (meerqat.train.trainee.CrossModal method) (meerqat.train.trainee.JointBiEncoderAndClip method) (meerqat.train.trainee.JointMonoAndCrossModal method) (meerqat.train.trainee.Reader method) (meerqat.train.trainee.Trainee method) evaluate() (in module meerqat.data.infoseek) evaluate_entity() (in module meerqat.data.infoseek) evaluate_infoseek() (in module meerqat.data.infoseek) evaluate_infoseek_full() (in module meerqat.data.infoseek) evaluate_quantity() (in module meerqat.data.infoseek) evaluate_time() (in module meerqat.data.infoseek) evaluation() (in module meerqat.data.infoseek) exact_match_score() (in module meerqat.train.metrics) exclude_classes() (in module meerqat.data.wiki) expand_query() (in module meerqat.ir.embedding) extract() (in module meerqat.data.mscelebs) extract_scores() (in module meerqat.ir.fuse) F f1_score() (in module meerqat.train.metrics) FaceEmbedding (class in meerqat.models.image) FAISS (meerqat.ir.search.IndexKind attribute) feed_forward_chunk() (meerqat.models.bert.BertLayer method) (meerqat.models.mm.FlamantLayer method) file_name_to_thumbnail() (in module meerqat.data.wiki) fill_wit_for_mict() (in module meerqat.data.wit) filter_rels() (meerqat.train.data.QuestionAnsweringDataModule method) find() (in module meerqat.data.wikidump) find_all() (in module meerqat.data.infoseek) find_numbers() (in module meerqat.data.infoseek) find_relevant() (in module meerqat.ir.metrics) find_relevant_dataset() (in module meerqat.ir.metrics) find_relevant_item() (in module meerqat.ir.metrics) find_text() (in module meerqat.data.wikidump) find_valid_numerical_answers() (in module meerqat.ir.metrics) fit() (meerqat.ir.fuse.Fusion method) fix_space() (in module meerqat.data.infoseek) FlamantConfig (class in meerqat.models.mm) FlamantEncoder (class in meerqat.models.mm) FlamantLayer (class in meerqat.models.mm) FlamantModel (class in meerqat.models.mm) FlamantReRanker (class in meerqat.models.rr) format_batch() (meerqat.train.data.ImageFormatter method) format_html() (in module meerqat.viz.html) format_pixels() (meerqat.train.data.ImageFormatter method) forward() (meerqat.image.embedding.ImageEncoder method) (meerqat.image.face_detection.MTCNN method) (meerqat.models.bert.BertAttention method) (meerqat.models.bert.BertEmbeddings method) (meerqat.models.bert.BertIntermediate method) (meerqat.models.bert.BertLayer method) (meerqat.models.bert.BertOutput method) (meerqat.models.bert.BertPooler method) (meerqat.models.bert.BertSelfAttention method) (meerqat.models.bert.BertSelfOutput method) (meerqat.models.image.FaceEmbedding method) (meerqat.models.image.ImageEmbedding method) (meerqat.models.mm.CLIPForIR method) (meerqat.models.mm.ECAEncoder method) (meerqat.models.mm.FlamantEncoder method) (meerqat.models.mm.FlamantLayer method) (meerqat.models.mm.FlamantModel method) (meerqat.models.mm.IntermediateLinearFusion method) (meerqat.models.mm.ViltForIR method) (meerqat.models.qa.MultiPassageBERT method) (meerqat.models.qa.MultiPassageECA method) (meerqat.models.qa.MultiPassageVilt method) (meerqat.models.qa.ViltMultiImageEmbeddings method) (meerqat.models.qa.ViltMultiImageModel method) (meerqat.models.rr.BertReRanker method) (meerqat.models.rr.ECAReRanker method) (meerqat.models.rr.FlamantReRanker method) (meerqat.models.utils.TanhGate method) (meerqat.models.vilt.TextEmbeddings method) (meerqat.models.vilt.ViltEmbeddings method) (meerqat.models.vilt.ViltEncoder method) (meerqat.models.vilt.ViltPatchEmbeddings method) (meerqat.models.vilt.ViltPooler method) (meerqat.train.trainee.BiEncoder method) (meerqat.train.trainee.CrossModal method) (meerqat.train.trainee.JointBiEncoderAndClip method) (meerqat.train.trainee.JointMonoAndCrossModal method) (meerqat.train.trainee.Reader method) (meerqat.train.trainee.ReRanker method) fplot() (in module meerqat.viz.umap) freebase2wikidata() (in module meerqat.data.mscelebs) freeze() (meerqat.train.trainee.Trainee method) from_pretrained() (in module meerqat.image.embedding) (in module meerqat.image.face_recognition) fuse_qrels() (in module meerqat.ir.metrics) Fusion (class in meerqat.ir.fuse) G generate_mention() (in module meerqat.data.kilt2vqa) generate_mentions() (in module meerqat.data.kilt2vqa) generate_vq() (in module meerqat.data.kilt2vqa) generate_vqs() (in module meerqat.data.kilt2vqa) get_answer_position() (meerqat.train.data.ReaderDataModule method) get_best_spans() (in module meerqat.models.qa) get_class_from_name() (in module meerqat.data.loading) get_encoder() (in module meerqat.image.embedding) get_eval_passages() (meerqat.train.data.ReaderDataModule method) (meerqat.train.data.ReRankerDataModule method) get_face_inputs() (in module meerqat.ir.embedding) (meerqat.train.data.PreComputedImageFeatures method) get_field() (in module meerqat.data.wikidump) get_image_inputs() (in module meerqat.ir.embedding) (meerqat.train.data.PreComputedImageFeatures method) get_input_embeddings() (meerqat.models.mm.FlamantModel method) get_inputs() (in module meerqat.ir.embedding) get_license() (in module meerqat.data.wiki) get_model_and_transform() (in module meerqat.image.embedding) get_nn_module() (in module meerqat.image.embedding) get_pil_preprocessor() (in module meerqat.image.face_recognition) get_pretrained() (in module meerqat.data.loading) get_pseudo_question() (meerqat.train.data.ICT method) get_ranx_run() (in module meerqat.viz.umap) get_results() (in module meerqat.data.infoseek) get_run() (in module meerqat.train.metrics) get_top_1() (in module meerqat.viz.html) get_torchvision_model() (in module meerqat.image.embedding) get_training_passages() (meerqat.train.data.QuestionAnsweringDataModule method) get_transform() (in module meerqat.image.embedding) (in module meerqat.image.resize) get_url_and_text() (in module meerqat.viz.html) get_wins() (in module meerqat.viz.wtl_filter) get_wtl_table() (in module meerqat.ir.metrics) gradient_checkpointing_disable() (meerqat.train.trainee.Trainee method) gradient_checkpointing_enable() (meerqat.train.trainee.Trainee method) gzmuv_norm() (in module meerqat.ir.fuse) H harmonic_mean() (in module meerqat.data.infoseek) hidden_states (meerqat.models.outputs.ECAEncoderOutput attribute) (meerqat.models.outputs.ReRankerOutput attribute) I ICT (class in meerqat.train.data) ILFConfig (class in meerqat.models.mm) image_heuristic() (in module meerqat.data.wiki) ImageEmbedding (class in meerqat.models.image) ImageEncoder (class in meerqat.image.embedding) ImageFormatter (class in meerqat.train.data) in_range() (in module meerqat.data.infoseek) Index (class in meerqat.ir.search) IndexKind (class in meerqat.ir.search) IntermediateLinearFusion (class in meerqat.models.mm) iplot() (in module meerqat.viz.umap) is_gradient_checkpointing (meerqat.train.trainee.Trainee property) is_multimodal() (in module meerqat.ir.embedding) is_unique() (in module meerqat.data.wit) iso2year() (in module meerqat.data.wiki) item2placeholder() (in module meerqat.data.kilt2vqa) J JointBiEncoderAndClip (class in meerqat.train.trainee) JointBiEncoderAndClipDataModule (class in meerqat.train.data) JointBiEncoderAndClipOutput (class in meerqat.models.outputs) JointMonoAndCrossModal (class in meerqat.train.trainee) JointMonoAndCrossModalOutput (class in meerqat.models.outputs) json_integer_keys() (in module meerqat.data.utils) K keep_classes() (in module meerqat.data.wiki) keep_columns() (in module meerqat.train.data) keep_prominent_depictions() (in module meerqat.data.wiki) KnowledgeBase (class in meerqat.ir.search) L L2norm() (in module meerqat.ir.search) labelstudio() (in module meerqat.data.kilt2vqa) last_hidden_state (meerqat.models.outputs.ECAEncoderOutput attribute) license_score() (in module meerqat.data.wiki) LinearLRWithWarmup (class in meerqat.train.optim) load_completions() (in module meerqat.data.labelstudio) load_faces() (in module meerqat.data.loading) load_image() (in module meerqat.data.loading) load_image_batch() (in module meerqat.data.loading) load_jsonl() (in module meerqat.data.infoseek) load_pretrained_in_kwargs() (in module meerqat.data.loading) load_runs() (in module meerqat.ir.metrics) load_tf_weights (meerqat.models.mm.ECAEncoder attribute) (meerqat.models.mm.FlamantModel attribute) (meerqat.models.mm.IntermediateLinearFusion attribute) log() (meerqat.train.trainee.Trainee method) log_probs_to_answers() (meerqat.train.trainee.Reader method) logits (meerqat.models.outputs.ReRankerOutput attribute) lr_lambda() (meerqat.train.optim.LinearLRWithWarmup method) M M_tuning() (meerqat.train.trainee.Reader method) main() (in module meerqat.data.infoseek) (in module meerqat.data.labelstudio) (in module meerqat.train.save_ptm) (in module meerqat.train.trainer) (in module meerqat.viz.stats) (in module meerqat.viz.umap) (in module meerqat.viz.wtl_filter) make_mapping() (in module meerqat.data.loading) make_mapping_dataset() (in module meerqat.data.loading) make_passage_dataset() (in module meerqat.data.loading) make_passage_item() (in module meerqat.data.loading) make_passages() (in module meerqat.data.loading) make_sentences_dataset() (in module meerqat.data.loading) make_sentences_item() (in module meerqat.data.loading) map_if_not_None() (in module meerqat.models.utils) map_kilt_triviaqa() (in module meerqat.data.loading) map_passage_to_kb() (in module meerqat.ir.embedding) map_run() (in module meerqat.train.data) md5() (in module meerqat.data.utils) meerqat module meerqat.data module meerqat.data.infoseek module meerqat.data.kilt2vqa module meerqat.data.labelstudio module meerqat.data.loading module meerqat.data.mscelebs module meerqat.data.utils module meerqat.data.wiki module meerqat.data.wikidump module meerqat.data.wit module meerqat.image module meerqat.image.embedding module meerqat.image.face_box module meerqat.image.face_detection module meerqat.image.face_recognition module meerqat.image.resize module meerqat.interact module meerqat.interact.system module meerqat.ir module meerqat.ir.embedding module meerqat.ir.fuse module meerqat.ir.metrics module meerqat.ir.search module meerqat.models module meerqat.models.bert module meerqat.models.image module meerqat.models.mm module meerqat.models.outputs module meerqat.models.qa module meerqat.models.rr module meerqat.models.utils module meerqat.models.vilt module meerqat.train module meerqat.train.callbacks module meerqat.train.data module meerqat.train.metrics module meerqat.train.optim module meerqat.train.save_ptm module meerqat.train.trainee module meerqat.train.trainer module meerqat.viz module meerqat.viz.html module meerqat.viz.stats module meerqat.viz.umap module meerqat.viz.wtl_filter module merge() (in module meerqat.data.labelstudio) metric_max_over_ground_truths() (in module meerqat.train.metrics) metric_numerical_range() (in module meerqat.data.infoseek) mict() (in module meerqat.data.wit) MMConfig (class in meerqat.models.mm) module meerqat meerqat.data meerqat.data.infoseek meerqat.data.kilt2vqa meerqat.data.labelstudio meerqat.data.loading meerqat.data.mscelebs meerqat.data.utils meerqat.data.wiki meerqat.data.wikidump meerqat.data.wit meerqat.image meerqat.image.embedding meerqat.image.face_box meerqat.image.face_detection meerqat.image.face_recognition meerqat.image.resize meerqat.interact meerqat.interact.system meerqat.ir meerqat.ir.embedding meerqat.ir.fuse meerqat.ir.metrics meerqat.ir.search meerqat.models meerqat.models.bert meerqat.models.image meerqat.models.mm meerqat.models.outputs meerqat.models.qa meerqat.models.rr meerqat.models.utils meerqat.models.vilt meerqat.train meerqat.train.callbacks meerqat.train.data meerqat.train.metrics meerqat.train.optim meerqat.train.save_ptm meerqat.train.trainee meerqat.train.trainer meerqat.viz meerqat.viz.html meerqat.viz.stats meerqat.viz.umap meerqat.viz.wtl_filter MTCNN (class in meerqat.image.face_detection) multi_passage_rc_loss() (in module meerqat.train.optim) MultiPassageBERT (class in meerqat.models.qa) MultiPassageECA (class in meerqat.models.qa) MultiPassageVilt (class in meerqat.models.qa) N ned() (in module meerqat.data.kilt2vqa) ner() (in module meerqat.data.kilt2vqa) Numerical (meerqat.data.infoseek.QuestionType attribute) numerical_relevant() (in module meerqat.ir.metrics) O on_fit_end() (meerqat.train.callbacks.TestAfterFit method) overwrite_bert_config() (in module meerqat.models.mm) P pad_and_cat() (in module meerqat.train.data) paragraphs_preprocess() (in module meerqat.data.loading) parse_file() (in module meerqat.data.wikidump) pipeline() (meerqat.interact.system.System method) pooler_output (meerqat.models.outputs.ECAEncoderOutput attribute) (meerqat.models.outputs.EncoderOutput attribute) post_init() (meerqat.train.trainee.Trainee method) power_range() (in module meerqat.train.trainee) PreComputedImageFeatures (class in meerqat.train.data) prepare_inputs() (in module meerqat.models.utils) prepare_qid2example() (in module meerqat.data.infoseek) print_stats() (in module meerqat.data.wiki) process_article() (in module meerqat.data.wikidump) process_articles() (in module meerqat.data.wikidump) process_numerical_answer() (in module meerqat.data.infoseek) prune_heads() (meerqat.models.bert.BertAttention method) PYSERINI (meerqat.ir.search.IndexKind attribute) pyserini_search_batch() (meerqat.ir.search.KnowledgeBase method) Q query_commons_subcategories() (in module meerqat.data.wiki) query_depicted_entities() (in module meerqat.data.wiki) query_feminine_labels() (in module meerqat.data.wiki) query_image() (in module meerqat.data.wiki) query_sparql_entities() (in module meerqat.data.wiki) query_superclasses() (in module meerqat.data.wiki) question_images (meerqat.models.outputs.JointMonoAndCrossModalOutput attribute) question_pooler_output (meerqat.models.outputs.BiEncoderOutput attribute) QuestionAnsweringDataModule (class in meerqat.train.data) QuestionType (class in meerqat.data.infoseek) R range_intersection_over_union() (in module meerqat.data.infoseek) Reader (class in meerqat.train.trainee) ReaderDataModule (class in meerqat.train.data) ReaderOutput (class in meerqat.models.outputs) reduce() (in module meerqat.viz.umap) remove_alive_humans() (in module meerqat.data.wiki) remove_articles() (in module meerqat.data.loading) remove_punc() (in module meerqat.data.loading) remove_special_fields() (in module meerqat.data.loading) request() (in module meerqat.data.wiki) ReRanker (class in meerqat.train.trainee) reranker_collate_fn() (meerqat.train.data.ICT method) ReRankerDataModule (class in meerqat.train.data) ReRankerOutput (class in meerqat.models.outputs) resize() (in module meerqat.image.resize) retrieval() (in module meerqat.train.metrics) retrieve_vqa() (in module meerqat.data.labelstudio) S safe_division() (in module meerqat.data.infoseek) save_image() (in module meerqat.data.loading) (in module meerqat.data.wiki) save_images() (in module meerqat.data.labelstudio) save_pretrained() (meerqat.train.trainee.BiEncoder method) (meerqat.train.trainee.CrossModal method) (meerqat.train.trainee.JointBiEncoderAndClip method) (meerqat.train.trainee.JointMonoAndCrossModal method) (meerqat.train.trainee.Reader method) (meerqat.train.trainee.ReRanker method) scale_box() (in module meerqat.image.face_box) search_batch() (meerqat.ir.search.KnowledgeBase method) search_batch_if_not_None() (meerqat.ir.search.KnowledgeBase method) Searcher (class in meerqat.ir.search) set_input_embeddings() (meerqat.models.mm.FlamantModel method) set_reference_images() (in module meerqat.data.wiki) setup() (meerqat.train.data.DataModule method) (meerqat.train.data.QuestionAnsweringDataModule method) similarity_transform() (in module meerqat.image.face_recognition) special_path_to_file_name() (in module meerqat.data.wiki) squad() (in module meerqat.train.metrics) squad_per_question() (in module meerqat.train.metrics) start_log_probs (meerqat.models.outputs.ReaderOutput attribute) stats() (in module meerqat.data.kilt2vqa) (in module meerqat.data.wiki) step() (meerqat.train.trainee.BiEncoder method) (meerqat.train.trainee.CrossModal method) (meerqat.train.trainee.JointBiEncoderAndClip method) (meerqat.train.trainee.JointMonoAndCrossModal method) (meerqat.train.trainee.Reader method) (meerqat.train.trainee.ReRanker method) (meerqat.train.trainee.Trainee method) String (meerqat.data.infoseek.QuestionType attribute) stringify() (in module meerqat.data.kilt2vqa) System (class in meerqat.interact.system) T TanhGate (class in meerqat.models.utils) test() (meerqat.ir.fuse.Fusion method) test_dataloader() (meerqat.train.data.DataModule method) test_epoch_end() (meerqat.train.trainee.Reader method) (meerqat.train.trainee.ReRanker method) (meerqat.train.trainee.Trainee method) test_step() (meerqat.train.trainee.Trainee method) TestAfterFit (class in meerqat.train.callbacks) TextEmbeddings (class in meerqat.models.vilt) thumbnail_to_file_name() (in module meerqat.data.wiki) Time (meerqat.data.infoseek.QuestionType attribute) to_latex() (in module meerqat.data.utils) train_dataloader() (meerqat.train.data.DataModule method) Trainee (class in meerqat.train.trainee) training_step() (meerqat.train.trainee.Trainee method) transfer_batch_to_device() (meerqat.train.data.ReaderDataModule method) (meerqat.train.data.ReRankerDataModule method) transpose_for_scores() (meerqat.models.bert.BertSelfAttention method) U uniform_passages() (in module meerqat.data.loading) uniform_passages_of_sentences() (in module meerqat.data.loading) update_from_commons_rest() (in module meerqat.data.wiki) update_from_commons_sparql() (in module meerqat.data.wiki) update_from_data() (in module meerqat.data.wiki) uri_to_qid() (in module meerqat.data.wiki) uris_to_qids() (in module meerqat.data.wiki) user_loop() (meerqat.interact.system.System method) V val_dataloader() (meerqat.train.data.DataModule method) validation_epoch_end() (meerqat.train.trainee.Trainee method) validation_step() (meerqat.train.trainee.Trainee method) verbose_load_from_disk() (in module meerqat.data.loading) ViltEmbeddings (class in meerqat.models.vilt) ViltEncoder (class in meerqat.models.vilt) ViltForIR (class in meerqat.models.mm) ViltMultiImageEmbeddings (class in meerqat.models.qa) ViltMultiImageModel (class in meerqat.models.qa) ViltPatchEmbeddings (class in meerqat.models.vilt) ViltPooler (class in meerqat.models.vilt) visual_embed() (meerqat.models.vilt.ViltEmbeddings method) W wer() (in module meerqat.data.kilt2vqa) white_space_fix() (in module meerqat.data.loading) wikidata2freebase() (in module meerqat.data.mscelebs)