BASE_CLASSES = { "path": "base_classes/", "title": "Modeling API", "toc": True, "children": [ { "path": "backbone", "title": "Backbone", "generate": [ "keras_hub.models.Backbone", "keras_hub.models.Backbone.from_preset", "keras_hub.models.Backbone.token_embedding", "keras_hub.models.Backbone.enable_lora", "keras_hub.models.Backbone.save_lora_weights", "keras_hub.models.Backbone.load_lora_weights", "keras_hub.models.Backbone.save_to_preset", ], }, { "path": "causal_lm", "title": "CausalLM", "generate": [ "keras_hub.models.CausalLM", "keras_hub.models.CausalLM.from_preset", "keras_hub.models.CausalLM.compile", "keras_hub.models.CausalLM.generate", "keras_hub.models.CausalLM.save_to_preset", "keras_hub.models.CausalLM.preprocessor", "keras_hub.models.CausalLM.backbone", ], }, { "path": "causal_lm_preprocessor", "title": "CausalLMPreprocessor", "generate": [ "keras_hub.models.CausalLMPreprocessor", "keras_hub.models.CausalLMPreprocessor.from_preset", "keras_hub.models.CausalLMPreprocessor.save_to_preset", "keras_hub.models.CausalLMPreprocessor.tokenizer", ], }, { "path": "image_classifier", "title": "ImageClassifier", "generate": [ "keras_hub.models.ImageClassifier", "keras_hub.models.ImageClassifier.from_preset", "keras_hub.models.ImageClassifier.compile", "keras_hub.models.ImageClassifier.save_to_preset", "keras_hub.models.ImageClassifier.preprocessor", "keras_hub.models.ImageClassifier.backbone", ], }, { "path": "image_classifier_preprocessor", "title": "ImageClassifierPreprocessor", "generate": [ "keras_hub.models.ImageClassifierPreprocessor", "keras_hub.models.ImageClassifierPreprocessor.from_preset", "keras_hub.models.ImageClassifier.save_to_preset", ], }, { "path": "image_to_image", "title": "ImageToImage", "generate": [ "keras_hub.models.ImageToImage", "keras_hub.models.ImageToImage.from_preset", "keras_hub.models.ImageToImage.compile", "keras_hub.models.ImageToImage.save_to_preset", "keras_hub.models.ImageToImage.preprocessor", "keras_hub.models.ImageToImage.backbone", "keras_hub.models.ImageToImage.generate", ], }, { "path": "image_segmenter", "title": "ImageSegmenter", "generate": [ "keras_hub.models.ImageSegmenter", "keras_hub.models.ImageSegmenter.from_preset", "keras_hub.models.ImageSegmenter.compile", "keras_hub.models.ImageSegmenter.save_to_preset", "keras_hub.models.ImageSegmenter.preprocessor", "keras_hub.models.ImageSegmenter.backbone", ], }, { "path": "inpaint", "title": "Inpaint", "generate": [ "keras_hub.models.Inpaint", "keras_hub.models.Inpaint.from_preset", "keras_hub.models.Inpaint.compile", "keras_hub.models.Inpaint.save_to_preset", "keras_hub.models.Inpaint.preprocessor", "keras_hub.models.Inpaint.backbone", "keras_hub.models.Inpaint.generate", ], }, { "path": "masked_lm", "title": "MaskedLM", "generate": [ "keras_hub.models.MaskedLM", "keras_hub.models.MaskedLM.from_preset", "keras_hub.models.MaskedLM.compile", "keras_hub.models.MaskedLM.save_to_preset", "keras_hub.models.MaskedLM.preprocessor", "keras_hub.models.MaskedLM.backbone", ], }, { "path": "masked_lm_preprocessor", "title": "MaskedLMPreprocessor", "generate": [ "keras_hub.models.MaskedLMPreprocessor", "keras_hub.models.MaskedLMPreprocessor.from_preset", "keras_hub.models.MaskedLMPreprocessor.save_to_preset", "keras_hub.models.MaskedLMPreprocessor.tokenizer", ], }, { "path": "preprocessor", "title": "Preprocessor", "generate": [ "keras_hub.models.Preprocessor", "keras_hub.models.Preprocessor.from_preset", "keras_hub.models.Preprocessor.save_to_preset", "keras_hub.models.Preprocessor.tokenizer", ], }, { "path": "seq_2_seq_lm", "title": "Seq2SeqLM", "generate": [ "keras_hub.models.Seq2SeqLM", "keras_hub.models.Seq2SeqLM.from_preset", "keras_hub.models.Seq2SeqLM.compile", "keras_hub.models.Seq2SeqLM.generate", "keras_hub.models.Seq2SeqLM.save_to_preset", "keras_hub.models.Seq2SeqLM.preprocessor", "keras_hub.models.Seq2SeqLM.backbone", ], }, { "path": "seq_2_seq_lm_preprocessor", "title": "Seq2SeqLMPreprocessor", "generate": [ "keras_hub.models.Seq2SeqLMPreprocessor", "keras_hub.models.Seq2SeqLMPreprocessor.from_preset", "keras_hub.models.Seq2SeqLMPreprocessor.save_to_preset", "keras_hub.models.Seq2SeqLMPreprocessor.tokenizer", ], }, { "path": "task", "title": "Task", "generate": [ "keras_hub.models.Task", "keras_hub.models.Task.from_preset", "keras_hub.models.Task.save_to_preset", "keras_hub.models.Task.preprocessor", "keras_hub.models.Task.backbone", ], }, { "path": "text_classifier", "title": "TextClassifier", "generate": [ "keras_hub.models.TextClassifier", "keras_hub.models.TextClassifier.from_preset", "keras_hub.models.TextClassifier.compile", "keras_hub.models.TextClassifier.save_to_preset", "keras_hub.models.TextClassifier.preprocessor", "keras_hub.models.TextClassifier.backbone", ], }, { "path": "text_classifier_preprocessor", "title": "TextClassifierPreprocessor", "generate": [ "keras_hub.models.TextClassifierPreprocessor", "keras_hub.models.TextClassifierPreprocessor.from_preset", "keras_hub.models.TextClassifierPreprocessor.save_to_preset", "keras_hub.models.TextClassifierPreprocessor.tokenizer", ], }, { "path": "text_to_image", "title": "TextToImage", "generate": [ "keras_hub.models.TextToImage", "keras_hub.models.TextToImage.from_preset", "keras_hub.models.TextToImage.compile", "keras_hub.models.TextToImage.save_to_preset", "keras_hub.models.TextToImage.preprocessor", "keras_hub.models.TextToImage.backbone", "keras_hub.models.TextToImage.generate", ], }, { "path": "upload_preset", "title": "upload_preset", "generate": ["keras_hub.upload_preset"], }, ], } MODELS_MASTER = { "path": "models/", "title": "Model Architectures", "toc": True, "children": [ { "path": "albert/", "title": "Albert", "toc": True, "children": [ { "path": "albert_tokenizer", "title": "AlbertTokenizer", "generate": [ "keras_hub.tokenizers.AlbertTokenizer", "keras_hub.tokenizers.AlbertTokenizer.from_preset", ], }, { "path": "albert_backbone", "title": "AlbertBackbone model", "generate": [ "keras_hub.models.AlbertBackbone", "keras_hub.models.AlbertBackbone.from_preset", "keras_hub.models.AlbertBackbone.token_embedding", ], }, { "path": "albert_text_classifier", "title": "AlbertTextClassifier model", "generate": [ "keras_hub.models.AlbertTextClassifier", "keras_hub.models.AlbertTextClassifier.from_preset", "keras_hub.models.AlbertTextClassifier.backbone", "keras_hub.models.AlbertTextClassifier.preprocessor", ], }, { "path": "albert_text_classifier_preprocessor", "title": "AlbertTextClassifierPreprocessor layer", "generate": [ "keras_hub.models.AlbertTextClassifierPreprocessor", "keras_hub.models.AlbertTextClassifierPreprocessor.from_preset", "keras_hub.models.AlbertTextClassifierPreprocessor.tokenizer", ], }, { "path": "albert_masked_lm", "title": "AlbertMaskedLM model", "generate": [ "keras_hub.models.AlbertMaskedLM", "keras_hub.models.AlbertMaskedLM.from_preset", "keras_hub.models.AlbertMaskedLM.backbone", "keras_hub.models.AlbertMaskedLM.preprocessor", ], }, { "path": "albert_masked_lm_preprocessor", "title": "AlbertMaskedLMPreprocessor layer", "generate": [ "keras_hub.models.AlbertMaskedLMPreprocessor", "keras_hub.models.AlbertMaskedLMPreprocessor.from_preset", "keras_hub.models.AlbertMaskedLMPreprocessor.tokenizer", ], }, ], }, { "path": "bart/", "title": "Bart", "toc": True, "children": [ { "path": "bart_tokenizer", "title": "BartTokenizer", "generate": [ "keras_hub.tokenizers.BartTokenizer", "keras_hub.tokenizers.BartTokenizer.from_preset", ], }, { "path": "bart_backbone", "title": "BartBackbone model", "generate": [ "keras_hub.models.BartBackbone", "keras_hub.models.BartBackbone.from_preset", "keras_hub.models.BartBackbone.token_embedding", ], }, { "path": "bart_seq_2_seq_lm", "title": "BartSeq2SeqLM model", "generate": [ "keras_hub.models.BartSeq2SeqLM", "keras_hub.models.BartSeq2SeqLM.from_preset", "keras_hub.models.BartSeq2SeqLM.generate", "keras_hub.models.BartSeq2SeqLM.backbone", "keras_hub.models.BartSeq2SeqLM.preprocessor", ], }, { "path": "bart_seq_2_seq_lm_preprocessor", "title": "BartSeq2SeqLMPreprocessor layer", "generate": [ "keras_hub.models.BartSeq2SeqLMPreprocessor", "keras_hub.models.BartSeq2SeqLMPreprocessor.from_preset", "keras_hub.models.BartSeq2SeqLMPreprocessor.generate_preprocess", "keras_hub.models.BartSeq2SeqLMPreprocessor.generate_postprocess", "keras_hub.models.BartSeq2SeqLMPreprocessor.tokenizer", ], }, ], }, { "path": "basnet/", "title": "BASNet", "toc": True, "children": [ { "path": "basnet_image_converter", "title": "BASNetImageConverter", "generate": [ "keras_hub.layers.BASNetImageConverter", "keras_hub.layers.BASNetImageConverter.from_preset", ], }, { "path": "basnet_backbone", "title": "BASNetBackbone model", "generate": [ "keras_hub.models.BASNetBackbone", "keras_hub.models.BASNetBackbone.from_preset", ], }, { "path": "basnet_image_segmenter", "title": "BASNetImageSegmenter model", "generate": [ "keras_hub.models.BASNetImageSegmenter", "keras_hub.models.BASNetImageSegmenter.from_preset", "keras_hub.models.BASNetImageSegmenter.backbone", "keras_hub.models.BASNetImageSegmenter.preprocessor", ], }, { "path": "basnet_preprocessor", "title": "BASNetPreprocessor layer", "generate": [ "keras_hub.models.BASNetPreprocessor", "keras_hub.models.BASNetPreprocessor.from_preset", "keras_hub.models.BASNetPreprocessor.image_converter", ], }, ], }, { "path": "bert/", "title": "Bert", "toc": True, "children": [ { "path": "bert_tokenizer", "title": "BertTokenizer", "generate": [ "keras_hub.tokenizers.BertTokenizer", "keras_hub.tokenizers.BertTokenizer.from_preset", ], }, { "path": "bert_backbone", "title": "BertBackbone model", "generate": [ "keras_hub.models.BertBackbone", "keras_hub.models.BertBackbone.from_preset", "keras_hub.models.BertBackbone.token_embedding", ], }, { "path": "bert_text_classifier", "title": "BertTextClassifier model", "generate": [ "keras_hub.models.BertTextClassifier", "keras_hub.models.BertTextClassifier.from_preset", "keras_hub.models.BertTextClassifier.backbone", "keras_hub.models.BertTextClassifier.preprocessor", ], }, { "path": "bert_text_classifier_preprocessor", "title": "BertTextClassifierPreprocessor layer", "generate": [ "keras_hub.models.BertTextClassifierPreprocessor", "keras_hub.models.BertTextClassifierPreprocessor.from_preset", "keras_hub.models.BertTextClassifierPreprocessor.tokenizer", ], }, { "path": "bert_masked_lm", "title": "BertMaskedLM model", "generate": [ "keras_hub.models.BertMaskedLM", "keras_hub.models.BertMaskedLM.from_preset", "keras_hub.models.BertMaskedLM.backbone", "keras_hub.models.BertMaskedLM.preprocessor", ], }, { "path": "bert_masked_lm_preprocessor", "title": "BertMaskedLMPreprocessor layer", "generate": [ "keras_hub.models.BertMaskedLMPreprocessor", "keras_hub.models.BertMaskedLMPreprocessor.from_preset", "keras_hub.models.BertMaskedLMPreprocessor.tokenizer", ], }, ], }, { "path": "bloom/", "title": "Bloom", "toc": True, "children": [ { "path": "bloom_tokenizer", "title": "BloomTokenizer", "generate": [ "keras_hub.tokenizers.BloomTokenizer", "keras_hub.tokenizers.BloomTokenizer.from_preset", ], }, { "path": "bloom_backbone", "title": "BloomBackbone model", "generate": [ "keras_hub.models.BloomBackbone", "keras_hub.models.BloomBackbone.from_preset", "keras_hub.models.BloomBackbone.token_embedding", "keras_hub.models.BloomBackbone.enable_lora", ], }, { "path": "bloom_causal_lm", "title": "BloomCausalLM model", "generate": [ "keras_hub.models.BloomCausalLM", "keras_hub.models.BloomCausalLM.from_preset", "keras_hub.models.BloomCausalLM.generate", "keras_hub.models.BloomCausalLM.backbone", "keras_hub.models.BloomCausalLM.preprocessor", ], }, { "path": "bloom_causal_lm_preprocessor", "title": "BloomCausalLMPreprocessor layer", "generate": [ "keras_hub.models.BloomCausalLMPreprocessor", "keras_hub.models.BloomCausalLMPreprocessor.from_preset", "keras_hub.models.BloomCausalLMPreprocessor.tokenizer", ], }, ], }, { "path": "clip/", "title": "CLIP", "toc": True, "children": [ { "path": "clip_tokenizer", "title": "CLIPTokenizer", "generate": [ "keras_hub.tokenizers.CLIPTokenizer", "keras_hub.tokenizers.CLIPTokenizer.from_preset", ], }, { "path": "clip_image_converter", "title": "CLIPImageConverter", "generate": [ "keras_hub.layers.CLIPImageConverter", "keras_hub.layers.CLIPImageConverter.from_preset", ], }, { "path": "clip_backbone", "title": "CLIPBackbone model", "generate": [ "keras_hub.models.CLIPBackbone", "keras_hub.models.CLIPBackbone.from_preset", ], }, { "path": "clip_preprocessor", "title": "CLIPPreprocessor", "generate": [ "keras_hub.models.CLIPPreprocessor", "keras_hub.models.CLIPPreprocessor.from_preset", "keras_hub.models.CLIPPreprocessor.tokenizer", ], }, ], }, { "path": "cspnet/", "title": "CSPNet", "toc": True, "children": [ { "path": "cspnet_image_converter", "title": "CSPNetImageConverter", "generate": [ "keras_hub.layers.CSPNetImageConverter", "keras_hub.layers.CSPNetImageConverter.from_preset", ], }, { "path": "cspnet_backbone", "title": "CSPNetBackbone model", "generate": [ "keras_hub.models.CSPNetBackbone", "keras_hub.models.CSPNetBackbone.from_preset", ], }, { "path": "cspnet_image_classifier", "title": "CSPNetImageClassifier model", "generate": [ "keras_hub.models.CSPNetImageClassifier", "keras_hub.models.CSPNetImageClassifier.from_preset", "keras_hub.models.CSPNetImageClassifier.backbone", "keras_hub.models.CSPNetImageClassifier.preprocessor", ], }, { "path": "cspnet_image_classifier_preprocessor", "title": "CSPNetImageClassifierPreprocessor layer", "generate": [ "keras_hub.models.CSPNetImageClassifierPreprocessor", "keras_hub.models.CSPNetImageClassifierPreprocessor.from_preset", "keras_hub.models.CSPNetImageClassifierPreprocessor.image_converter", ], }, ], }, { "path": "deberta_v3/", "title": "DebertaV3", "toc": True, "children": [ { "path": "deberta_v3_tokenizer", "title": "DebertaV3Tokenizer", "generate": [ "keras_hub.tokenizers.DebertaV3Tokenizer", "keras_hub.tokenizers.DebertaV3Tokenizer.from_preset", ], }, { "path": "deberta_v3_backbone", "title": "DebertaV3Backbone model", "generate": [ "keras_hub.models.DebertaV3Backbone", "keras_hub.models.DebertaV3Backbone.from_preset", "keras_hub.models.DebertaV3Backbone.token_embedding", ], }, { "path": "deberta_v3_text_classifier", "title": "DebertaV3TextClassifier model", "generate": [ "keras_hub.models.DebertaV3TextClassifier", "keras_hub.models.DebertaV3TextClassifier.from_preset", "keras_hub.models.DebertaV3TextClassifier.backbone", "keras_hub.models.DebertaV3TextClassifier.preprocessor", ], }, { "path": "deberta_v3_text_classifier_preprocessor", "title": "DebertaV3TextClassifierPreprocessor layer", "generate": [ "keras_hub.models.DebertaV3TextClassifierPreprocessor", "keras_hub.models.DebertaV3TextClassifierPreprocessor.from_preset", "keras_hub.models.DebertaV3TextClassifierPreprocessor.tokenizer", ], }, { "path": "deberta_v3_masked_lm", "title": "DebertaV3MaskedLM model", "generate": [ "keras_hub.models.DebertaV3MaskedLM", "keras_hub.models.DebertaV3MaskedLM.from_preset", "keras_hub.models.DebertaV3MaskedLM.backbone", "keras_hub.models.DebertaV3MaskedLM.preprocessor", ], }, { "path": "deberta_v3_masked_lm_preprocessor", "title": "DebertaV3MaskedLMPreprocessor layer", "generate": [ "keras_hub.models.DebertaV3MaskedLMPreprocessor", "keras_hub.models.DebertaV3MaskedLMPreprocessor.from_preset", "keras_hub.models.DebertaV3MaskedLMPreprocessor.tokenizer", ], }, ], }, { "path": "deeplab_v3/", "title": "DeepLabV3", "toc": True, "children": [ { "path": "deeplab_v3_image_converter", "title": "DeepLabV3ImageConverter", "generate": [ "keras_hub.layers.DeepLabV3ImageConverter", "keras_hub.layers.DeepLabV3ImageConverter.from_preset", ], }, { "path": "deeplab_v3_backbone", "title": "DeepLabV3Backbone model", "generate": [ "keras_hub.models.DeepLabV3Backbone", "keras_hub.models.DeepLabV3Backbone.from_preset", ], }, { "path": "deeplab_v3_image_segmenter", "title": "DeepLabV3ImageSegmenter model", "generate": [ "keras_hub.models.DeepLabV3ImageSegmenter", "keras_hub.models.DeepLabV3ImageSegmenter.from_preset", "keras_hub.models.DeepLabV3ImageSegmenter.backbone", "keras_hub.models.DeepLabV3ImageSegmenter.preprocessor", ], }, { "path": "deeplab_v3_image_segmenter_preprocessor", "title": "DeepLabV3ImageSegmenterPreprocessor layer", "generate": [ "keras_hub.models.DeepLabV3ImageSegmenterPreprocessor", "keras_hub.models.DeepLabV3ImageSegmenterPreprocessor.from_preset", "keras_hub.models.DeepLabV3ImageSegmenterPreprocessor.image_converter", ], }, ], }, { "path": "densenet/", "title": "DenseNet", "toc": True, "children": [ { "path": "densenet_image_converter", "title": "DenseNetImageConverter", "generate": [ "keras_hub.layers.DenseNetImageConverter", "keras_hub.layers.DenseNetImageConverter.from_preset", ], }, { "path": "densenet_backbone", "title": "DensNetBackbone model", "generate": [ "keras_hub.models.DenseNetBackbone", "keras_hub.models.DenseNetBackbone.from_preset", ], }, { "path": "densenet_image_classifier", "title": "DenseNetImageClassifier model", "generate": [ "keras_hub.models.DenseNetImageClassifier", "keras_hub.models.DenseNetImageClassifier.from_preset", "keras_hub.models.DenseNetImageClassifier.backbone", "keras_hub.models.DenseNetImageClassifier.preprocessor", ], }, { "path": "densenet_image_classifier_preprocessor", "title": "DenseNetImageClassifierPreprocessor layer", "generate": [ "keras_hub.models.DenseNetImageClassifierPreprocessor", "keras_hub.models.DenseNetImageClassifierPreprocessor.from_preset", "keras_hub.models.DenseNetImageClassifierPreprocessor.image_converter", ], }, ], }, { "path": "distil_bert/", "title": "DistilBert", "toc": True, "children": [ { "path": "distil_bert_tokenizer", "title": "DistilBertTokenizer", "generate": [ "keras_hub.tokenizers.DistilBertTokenizer", "keras_hub.tokenizers.DistilBertTokenizer.from_preset", ], }, { "path": "distil_bert_backbone", "title": "DistilBertBackbone model", "generate": [ "keras_hub.models.DistilBertBackbone", "keras_hub.models.DistilBertBackbone.from_preset", "keras_hub.models.DistilBertBackbone.token_embedding", ], }, { "path": "distil_bert_text_classifier", "title": "DistilBertTextClassifier model", "generate": [ "keras_hub.models.DistilBertTextClassifier", "keras_hub.models.DistilBertTextClassifier.from_preset", "keras_hub.models.DistilBertTextClassifier.backbone", "keras_hub.models.DistilBertTextClassifier.preprocessor", ], }, { "path": "distil_bert_text_classifier_preprocessor", "title": "DistilBertTextClassifierPreprocessor layer", "generate": [ "keras_hub.models.DistilBertTextClassifierPreprocessor", "keras_hub.models.DistilBertTextClassifierPreprocessor.from_preset", "keras_hub.models.DistilBertTextClassifierPreprocessor.tokenizer", ], }, { "path": "distil_bert_masked_lm", "title": "DistilBertMaskedLM model", "generate": [ "keras_hub.models.DistilBertMaskedLM", "keras_hub.models.DistilBertMaskedLM.from_preset", "keras_hub.models.DistilBertMaskedLM.backbone", "keras_hub.models.DistilBertMaskedLM.preprocessor", ], }, { "path": "distil_bert_masked_lm_preprocessor", "title": "DistilBertMaskedLMPreprocessor layer", "generate": [ "keras_hub.models.DistilBertMaskedLMPreprocessor", "keras_hub.models.DistilBertMaskedLMPreprocessor.from_preset", "keras_hub.models.DistilBertMaskedLMPreprocessor.tokenizer", ], }, ], }, { "path": "efficientnet/", "title": "EfficientNet", "toc": True, "children": [ { "path": "efficientnet_image_converter", "title": "EfficientNetImageConverter", "generate": [ "keras_hub.layers.EfficientNetImageConverter", "keras_hub.layers.EfficientNetImageConverter.from_preset", ], }, { "path": "efficientnet_backbone", "title": "EfficientNetBackbone model", "generate": [ "keras_hub.models.EfficientNetBackbone", "keras_hub.models.EfficientNetBackbone.from_preset", ], }, { "path": "efficientnet_image_classifier", "title": "EfficientNetImageClassifier model", "generate": [ "keras_hub.models.EfficientNetImageClassifier", "keras_hub.models.EfficientNetImageClassifier.from_preset", "keras_hub.models.EfficientNetImageClassifier.backbone", "keras_hub.models.EfficientNetImageClassifier.preprocessor", ], }, { "path": "efficientnet_image_classifier_preprocessor", "title": "EfficientNetImageClassifierPreprocessor layer", "generate": [ "keras_hub.models.EfficientNetImageClassifierPreprocessor", "keras_hub.models.EfficientNetImageClassifierPreprocessor.from_preset", "keras_hub.models.EfficientNetImageClassifierPreprocessor.image_converter", ], }, ], }, { "path": "electra/", "title": "Electra", "toc": True, "children": [ { "path": "electra_tokenizer", "title": "ElectraTokenizer", "generate": [ "keras_hub.tokenizers.ElectraTokenizer", "keras_hub.tokenizers.ElectraTokenizer.from_preset", ], }, { "path": "electra_backbone", "title": "ElectraBackbone model", "generate": [ "keras_hub.models.ElectraBackbone", "keras_hub.models.ElectraBackbone.from_preset", "keras_hub.models.ElectraBackbone.token_embedding", ], }, ], }, { "path": "falcon/", "title": "Falcon", "toc": True, "children": [ { "path": "falcon_tokenizer", "title": "FalconTokenizer", "generate": [ "keras_hub.tokenizers.FalconTokenizer", "keras_hub.tokenizers.FalconTokenizer.from_preset", ], }, { "path": "falcon_backbone", "title": "FalconBackbone model", "generate": [ "keras_hub.models.FalconBackbone", "keras_hub.models.FalconBackbone.from_preset", "keras_hub.models.FalconBackbone.token_embedding", ], }, { "path": "falcon_causal_lm", "title": "FalconCausalLM model", "generate": [ "keras_hub.models.FalconCausalLM", "keras_hub.models.FalconCausalLM.from_preset", "keras_hub.models.FalconCausalLM.generate", "keras_hub.models.FalconCausalLM.backbone", "keras_hub.models.FalconCausalLM.preprocessor", ], }, { "path": "falcon_causal_lm_preprocessor", "title": "FalconCausalLMPreprocessor layer", "generate": [ "keras_hub.models.FalconCausalLMPreprocessor", "keras_hub.models.FalconCausalLMPreprocessor.from_preset", "keras_hub.models.FalconCausalLMPreprocessor.generate_preprocess", "keras_hub.models.FalconCausalLMPreprocessor.generate_postprocess", "keras_hub.models.FalconCausalLMPreprocessor.tokenizer", ], }, ], }, { "path": "flux/", "title": "Flux", "toc": True, "children": [ { "path": "flux_model", "title": "FluxBackbone model", "generate": [ "keras_hub.models.FluxBackbone", "keras_hub.models.FluxBackbone.from_preset", ], }, { "path": "flux_text_to_image", "title": "FluxTextToImage model", "generate": [ "keras_hub.models.FluxTextToImage", "keras_hub.models.FluxTextToImage.from_preset", "keras_hub.models.FluxTextToImage.backbone", "keras_hub.models.FluxTextToImage.generate", 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"keras_hub.models.RobertaTextClassifierPreprocessor.from_preset", "keras_hub.models.RobertaTextClassifierPreprocessor.tokenizer", ], }, { "path": "roberta_masked_lm", "title": "RobertaMaskedLM model", "generate": [ "keras_hub.models.RobertaMaskedLM", "keras_hub.models.RobertaMaskedLM.from_preset", "keras_hub.models.RobertaMaskedLM.backbone", "keras_hub.models.RobertaMaskedLM.preprocessor", ], }, { "path": "roberta_masked_lm_preprocessor", "title": "RobertaMaskedLMPreprocessor layer", "generate": [ "keras_hub.models.RobertaMaskedLMPreprocessor", "keras_hub.models.RobertaMaskedLMPreprocessor.from_preset", "keras_hub.models.RobertaMaskedLMPreprocessor.tokenizer", ], }, ], }, { "path": "segformer/", "title": "SegFormer", "toc": True, "children": [ { "path": "segformer_image_converter", "title": "SegFormerImageConverter", "generate": [ "keras_hub.layers.SegFormerImageConverter", "keras_hub.layers.SegFormerImageConverter.from_preset", ], }, { "path": "segformer_backbone", "title": "SegFormerBackbone model", "generate": [ "keras_hub.models.SegFormerBackbone", "keras_hub.models.SegFormerBackbone.from_preset", ], }, { "path": "segformer_image_segmenter", "title": "SegFormerImageSegmenter model", "generate": [ "keras_hub.models.SegFormerImageSegmenter", "keras_hub.models.SegFormerImageSegmenter.from_preset", "keras_hub.models.SegFormerImageSegmenter.backbone", "keras_hub.models.SegFormerImageSegmenter.preprocessor", ], }, { "path": "segformer_image_segmenter_preprocessor", "title": "SegFormerImageSegmenterPreprocessor layer", "generate": [ "keras_hub.models.SegFormerImageSegmenterPreprocessor", "keras_hub.models.SegFormerImageSegmenterPreprocessor.from_preset", "keras_hub.models.SegFormerImageSegmenterPreprocessor.image_converter", ], }, ], }, { "path": "sam/", "title": "Segment Anything Model", "toc": True, "children": [ { "path": "sam_image_converter", "title": "SAMImageConverter", "generate": [ "keras_hub.layers.SAMImageConverter", "keras_hub.layers.SAMImageConverter.from_preset", ], }, { "path": "sam_backbone", "title": "SAMBackbone model", "generate": [ "keras_hub.models.SAMBackbone", "keras_hub.models.SAMBackbone.from_preset", ], }, { "path": "sam_image_segmenter", "title": "SAMImageSegmenter model", "generate": [ "keras_hub.models.SAMImageSegmenter", "keras_hub.models.SAMImageSegmenter.from_preset", "keras_hub.models.SAMImageSegmenter.backbone", "keras_hub.models.SAMImageSegmenter.preprocessor", ], }, { "path": "sam_image_segmenter_preprocessor", "title": "SAMImageSegmenterPreprocessor layer", "generate": [ "keras_hub.models.SAMImageSegmenterPreprocessor", "keras_hub.models.SAMImageSegmenterPreprocessor.from_preset", "keras_hub.models.SAMImageSegmenterPreprocessor.image_converter", ], }, { "path": "sam_prompt_encoder", "title": "SAMPromptEncoder layer", "generate": [ "keras_hub.layers.SAMPromptEncoder", ], }, { "path": "sam_mask_decoder", "title": "SAMMaskDecoder layer", "generate": [ "keras_hub.layers.SAMMaskDecoder", ], }, ], }, { "path": "siglip/", "title": "SigLIP", "toc": True, "children": [ { "path": "siglip_tokenizer", "title": "SigLIPTokenizer", "generate": [ "keras_hub.tokenizers.SigLIPTokenizer", "keras_hub.tokenizers.SigLIPTokenizer.from_preset", ], }, { "path": "siglip_image_converter", "title": "SigLIPImageConverter", "generate": [ "keras_hub.layers.SigLIPImageConverter", "keras_hub.layers.SigLIPImageConverter.from_preset", ], }, { "path": "siglip_backbone", "title": "SigLIPBackbone model", "generate": [ "keras_hub.models.SigLIPBackbone", "keras_hub.models.SigLIPBackbone.from_preset", ], }, { "path": "siglip_preprocessor", "title": "SigLIPPreprocessor", "generate": [ "keras_hub.models.SigLIPPreprocessor", "keras_hub.models.SigLIPPreprocessor.from_preset", "keras_hub.models.SigLIPPreprocessor.tokenizer", ], }, ], }, { "path": "stable_diffusion_3/", "title": "Stable Diffusion 3", "toc": True, "children": [ { "path": "sam_image_converter", "title": "SAMImageConverter", "generate": [ "keras_hub.layers.SAMImageConverter", "keras_hub.layers.SAMImageConverter.from_preset", ], }, { "path": "stable_diffusion_3_backbone", "title": "StableDiffusion3Backbone model", "generate": [ "keras_hub.models.StableDiffusion3Backbone", "keras_hub.models.StableDiffusion3Backbone.from_preset", ], }, { "path": "stable_diffusion_3_text_to_image", "title": "StableDiffusion3TextToImage model", "generate": [ "keras_hub.models.StableDiffusion3TextToImage", "keras_hub.models.StableDiffusion3TextToImage.from_preset", "keras_hub.models.StableDiffusion3TextToImage.backbone", "keras_hub.models.StableDiffusion3TextToImage.generate", "keras_hub.models.StableDiffusion3TextToImage.preprocessor", ], }, { "path": "stable_diffusion_3_text_to_image_preprocessor", "title": "StableDiffusion3TextToImagePreprocessor layer", "generate": [ "keras_hub.models.StableDiffusion3TextToImagePreprocessor", "keras_hub.models.StableDiffusion3TextToImagePreprocessor.from_preset", ], }, { "path": "stable_diffusion_3_image_to_image", "title": "StableDiffusion3ImageToImage model", "generate": [ "keras_hub.models.StableDiffusion3ImageToImage", "keras_hub.models.StableDiffusion3ImageToImage.from_preset", "keras_hub.models.StableDiffusion3ImageToImage.backbone", "keras_hub.models.StableDiffusion3ImageToImage.generate", "keras_hub.models.StableDiffusion3ImageToImage.preprocessor", ], }, { "path": "stable_diffusion_3_inpaint", "title": "StableDiffusion3Inpaint model", "generate": [ "keras_hub.models.StableDiffusion3Inpaint", "keras_hub.models.StableDiffusion3Inpaint.from_preset", "keras_hub.models.StableDiffusion3Inpaint.backbone", "keras_hub.models.StableDiffusion3Inpaint.generate", "keras_hub.models.StableDiffusion3Inpaint.preprocessor", ], }, ], }, { "path": "t5/", "title": "T5", "toc": True, "children": [ { "path": "t5_tokenizer", "title": "T5Tokenizer", "generate": [ "keras_hub.tokenizers.T5Tokenizer", "keras_hub.tokenizers.T5Tokenizer.from_preset", ], }, { "path": "t5_backbone", "title": "T5Backbone model", "generate": [ "keras_hub.models.T5Backbone", "keras_hub.models.T5Backbone.from_preset", "keras_hub.models.T5Backbone.token_embedding", ], }, { "path": "t5_preprocessor", "title": "T5Preprocessor layer", "generate": [ "keras_hub.models.T5Preprocessor", "keras_hub.models.T5Preprocessor.from_preset", "keras_hub.models.T5Preprocessor.tokenizer", ], }, ], }, { "path": "vgg/", "title": "VGG", "toc": True, "children": [ { "path": "vgg_image_converter", "title": "VGGImageConverter", "generate": [ "keras_hub.layers.VGGImageConverter", "keras_hub.layers.VGGImageConverter.from_preset", ], }, { "path": "vgg_backbone", "title": "VGGBackbone model", "generate": [ "keras_hub.models.VGGBackbone", "keras_hub.models.VGGBackbone.from_preset", ], }, { "path": "vgg_image_classifier", "title": "VGGImageClassifier model", "generate": [ "keras_hub.models.VGGImageClassifier", "keras_hub.models.VGGImageClassifier.from_preset", "keras_hub.models.VGGImageClassifier.backbone", "keras_hub.models.VGGImageClassifier.preprocessor", ], }, { "path": "vgg_image_classifier_preprocessor", "title": "VGGImageClassifierPreprocessor layer", "generate": [ "keras_hub.models.VGGImageClassifierPreprocessor", "keras_hub.models.VGGImageClassifierPreprocessor.from_preset", "keras_hub.models.VGGImageClassifierPreprocessor.image_converter", ], }, ], }, { "path": "vit/", "title": "ViT", "toc": True, "children": [ { "path": "vit_image_converter", "title": "ViTImageConverter", "generate": [ "keras_hub.layers.ViTImageConverter", "keras_hub.layers.ViTImageConverter.from_preset", ], }, { "path": "vit_backbone", "title": "ViTBackbone model", "generate": [ "keras_hub.models.ViTBackbone", "keras_hub.models.ViTBackbone.from_preset", ], }, { "path": "vit_image_classifier", "title": "ViTImageClassifier model", "generate": [ "keras_hub.models.ViTImageClassifier", "keras_hub.models.ViTImageClassifier.from_preset", "keras_hub.models.ViTImageClassifier.backbone", "keras_hub.models.ViTImageClassifier.preprocessor", ], }, { "path": "vit_image_classifier_preprocessor", "title": "ViTImageClassifierPreprocessor layer", "generate": [ "keras_hub.models.ViTImageClassifierPreprocessor", "keras_hub.models.ViTImageClassifierPreprocessor.from_preset", "keras_hub.models.ViTImageClassifierPreprocessor.image_converter", ], }, ], }, { "path": "vit_det/", "title": "ViTDet", "toc": True, "children": [ { "path": "ViTDetBackbone", "title": "VitDet model", "generate": [ "keras_hub.models.ViTDetBackbone", "keras_hub.models.ViTDetBackbone.from_preset", ], }, ], }, { "path": "whisper/", "title": "Whisper", "toc": True, "children": [ { "path": "whisper_tokenizer", "title": "WhisperTokenizer", "generate": [ "keras_hub.tokenizers.WhisperTokenizer", "keras_hub.tokenizers.WhisperTokenizer.from_preset", ], }, { "path": "whisper_audio_converter", "title": "WhisperAudioConverter", "generate": [ "keras_hub.layers.WhisperAudioConverter", "keras_hub.layers.WhisperAudioConverter.from_preset", ], }, { "path": "whisper_backbone", "title": "WhisperBackbone model", "generate": [ "keras_hub.models.WhisperBackbone", "keras_hub.models.WhisperBackbone.from_preset", ], }, ], }, { "path": "xlnet/", "title": "XLNet", "toc": True, "children": [ { "path": "xlnet_backbone", "title": "XLNetBackbone model", "generate": [ "keras_hub.models.XLNetBackbone", "keras_hub.models.XLNetBackbone.from_preset", "keras_hub.models.XLNetBackbone.token_embedding", ], }, ], }, { "path": "xlm_roberta/", "title": "XLMRoberta", "toc": True, "children": [ { "path": "xlm_roberta_tokenizer", "title": "XLMRobertaTokenizer", "generate": [ "keras_hub.tokenizers.XLMRobertaTokenizer", "keras_hub.tokenizers.XLMRobertaTokenizer.from_preset", ], }, { "path": "xlm_roberta_backbone", "title": "XLMRobertaBackbone model", "generate": [ "keras_hub.models.XLMRobertaBackbone", "keras_hub.models.XLMRobertaBackbone.from_preset", "keras_hub.models.XLMRobertaBackbone.token_embedding", ], }, { "path": "xlm_roberta_text_classifier", "title": "XLMRobertaTextClassifier model", "generate": [ "keras_hub.models.XLMRobertaTextClassifier", "keras_hub.models.XLMRobertaTextClassifier.from_preset", "keras_hub.models.XLMRobertaTextClassifier.backbone", "keras_hub.models.XLMRobertaTextClassifier.preprocessor", ], }, { "path": "xlm_roberta_text_classifier_preprocessor", "title": "XLMRobertaTextClassifierPreprocessor layer", "generate": [ "keras_hub.models.XLMRobertaTextClassifierPreprocessor", "keras_hub.models.XLMRobertaTextClassifierPreprocessor.from_preset", "keras_hub.models.XLMRobertaTextClassifierPreprocessor.tokenizer", ], }, { "path": "xlm_roberta_masked_lm", "title": "XLMRobertaMaskedLM model", "generate": [ "keras_hub.models.XLMRobertaMaskedLM", "keras_hub.models.XLMRobertaMaskedLM.from_preset", "keras_hub.models.XLMRobertaMaskedLM.backbone", "keras_hub.models.XLMRobertaMaskedLM.preprocessor", ], }, { "path": "xlm_roberta_masked_lm_preprocessor", "title": "XLMRobertaMaskedLMPreprocessor layer", "generate": [ "keras_hub.models.XLMRobertaMaskedLMPreprocessor", "keras_hub.models.XLMRobertaMaskedLMPreprocessor.from_preset", "keras_hub.models.XLMRobertaMaskedLMPreprocessor.tokenizer", ], }, ], }, ], } SAMPLERS_MASTER = { "path": "samplers/", "title": "Samplers", "toc": True, "children": [ { "path": "samplers", "title": "Sampler base class", "generate": [ "keras_hub.samplers.Sampler", "keras_hub.samplers.Sampler.get_next_token", ], }, { "path": "beam_sampler", "title": "BeamSampler", "generate": ["keras_hub.samplers.BeamSampler"], }, { "path": "contrastive_sampler", "title": "ContrastiveSampler", "generate": ["keras_hub.samplers.ContrastiveSampler"], }, { "path": "greedy_sampler", "title": "GreedySampler", "generate": ["keras_hub.samplers.GreedySampler"], }, { "path": "random_sampler", "title": "RandomSampler", "generate": ["keras_hub.samplers.RandomSampler"], }, { "path": "top_k_sampler", "title": "TopKSampler", "generate": ["keras_hub.samplers.TopKSampler"], }, { "path": "top_p_sampler", "title": "TopPSampler", "generate": ["keras_hub.samplers.TopPSampler"], }, ], } TOKENIZERS_MASTER = { "path": "tokenizers/", "title": "Tokenizers", "toc": True, "children": [ { "path": "tokenizer", "title": "Tokenizer", "generate": [ "keras_hub.tokenizers.Tokenizer", "keras_hub.tokenizers.Tokenizer.from_preset", "keras_hub.tokenizers.Tokenizer.save_to_preset", ], }, { "path": "word_piece_tokenizer", "title": "WordPieceTokenizer", "generate": [ "keras_hub.tokenizers.WordPieceTokenizer", "keras_hub.tokenizers.WordPieceTokenizer.tokenize", "keras_hub.tokenizers.WordPieceTokenizer.detokenize", "keras_hub.tokenizers.WordPieceTokenizer.get_vocabulary", "keras_hub.tokenizers.WordPieceTokenizer.vocabulary_size", "keras_hub.tokenizers.WordPieceTokenizer.token_to_id", "keras_hub.tokenizers.WordPieceTokenizer.id_to_token", ], }, { "path": "sentence_piece_tokenizer", "title": "SentencePieceTokenizer", "generate": [ "keras_hub.tokenizers.SentencePieceTokenizer", "keras_hub.tokenizers.SentencePieceTokenizer.tokenize", "keras_hub.tokenizers.SentencePieceTokenizer.detokenize", "keras_hub.tokenizers.SentencePieceTokenizer.get_vocabulary", "keras_hub.tokenizers.SentencePieceTokenizer.vocabulary_size", "keras_hub.tokenizers.SentencePieceTokenizer.token_to_id", "keras_hub.tokenizers.SentencePieceTokenizer.id_to_token", ], }, { "path": "byte_pair_tokenizer", "title": "BytePairTokenizer", "generate": [ "keras_hub.tokenizers.BytePairTokenizer", "keras_hub.tokenizers.BytePairTokenizer.tokenize", "keras_hub.tokenizers.BytePairTokenizer.detokenize", "keras_hub.tokenizers.BytePairTokenizer.get_vocabulary", "keras_hub.tokenizers.BytePairTokenizer.vocabulary_size", "keras_hub.tokenizers.BytePairTokenizer.token_to_id", "keras_hub.tokenizers.BytePairTokenizer.id_to_token", ], }, { "path": "byte_tokenizer", "title": "ByteTokenizer", "generate": [ "keras_hub.tokenizers.ByteTokenizer", "keras_hub.tokenizers.ByteTokenizer.tokenize", "keras_hub.tokenizers.ByteTokenizer.detokenize", "keras_hub.tokenizers.ByteTokenizer.get_vocabulary", "keras_hub.tokenizers.ByteTokenizer.vocabulary_size", "keras_hub.tokenizers.ByteTokenizer.token_to_id", "keras_hub.tokenizers.ByteTokenizer.id_to_token", ], }, { "path": "unicode_codepoint_tokenizer", "title": "UnicodeCodepointTokenizer", "generate": [ "keras_hub.tokenizers.UnicodeCodepointTokenizer", "keras_hub.tokenizers.UnicodeCodepointTokenizer.tokenize", "keras_hub.tokenizers.UnicodeCodepointTokenizer.detokenize", "keras_hub.tokenizers.UnicodeCodepointTokenizer.get_vocabulary", "keras_hub.tokenizers.UnicodeCodepointTokenizer.vocabulary_size", "keras_hub.tokenizers.UnicodeCodepointTokenizer.token_to_id", "keras_hub.tokenizers.UnicodeCodepointTokenizer.id_to_token", ], }, { "path": "compute_word_piece_vocabulary", "title": "compute_word_piece_vocabulary function", "generate": ["keras_hub.tokenizers.compute_word_piece_vocabulary"], }, { "path": "compute_sentence_piece_proto", "title": "compute_sentence_piece_proto function", "generate": ["keras_hub.tokenizers.compute_sentence_piece_proto"], }, ], } PREPROCESSING_LAYERS_MASTER = { "path": "preprocessing_layers/", "title": "Preprocessing Layers", "toc": True, "children": [ { "path": "audio_converter", "title": "AudioConverter layer", "generate": [ "keras_hub.layers.AudioConverter", "keras_hub.layers.AudioConverter.from_preset", ], }, { "path": "image_converter", "title": "ImageConverter layer", "generate": [ "keras_hub.layers.ImageConverter", "keras_hub.layers.ImageConverter.from_preset", ], }, { "path": "start_end_packer", "title": "StartEndPacker layer", "generate": ["keras_hub.layers.StartEndPacker"], }, { "path": "multi_segment_packer", "title": "MultiSegmentPacker layer", "generate": ["keras_hub.layers.MultiSegmentPacker"], }, { "path": "random_swap", "title": "RandomSwap layer", "generate": ["keras_hub.layers.RandomSwap"], }, { "path": "random_deletion", "title": "RandomDeletion layer", "generate": ["keras_hub.layers.RandomDeletion"], }, { "path": "masked_lm_mask_generator", "title": "MaskedLMMaskGenerator layer", "generate": ["keras_hub.layers.MaskedLMMaskGenerator"], }, ], } MODELING_LAYERS_MASTER = { "path": "modeling_layers/", "title": "Modeling Layers", "toc": True, "children": [ { "path": "transformer_encoder", "title": "TransformerEncoder layer", "generate": [ "keras_hub.layers.TransformerEncoder", "keras_hub.layers.TransformerEncoder.call", ], }, { "path": "transformer_decoder", "title": "TransformerDecoder layer", "generate": [ "keras_hub.layers.TransformerDecoder", "keras_hub.layers.TransformerDecoder.call", ], }, { "path": "fnet_encoder", "title": "FNetEncoder layer", "generate": ["keras_hub.layers.FNetEncoder"], }, { "path": "position_embedding", "title": "PositionEmbedding layer", "generate": ["keras_hub.layers.PositionEmbedding"], }, { "path": "rotary_embedding", "title": "RotaryEmbedding layer", "generate": ["keras_hub.layers.RotaryEmbedding"], }, { "path": "sine_position_encoding", "title": "SinePositionEncoding layer", "generate": ["keras_hub.layers.SinePositionEncoding"], }, { "path": "reversible_embedding", "title": "ReversibleEmbedding layer", "generate": ["keras_hub.layers.ReversibleEmbedding"], }, { "path": "token_and_position_embedding", "title": "TokenAndPositionEmbedding layer", "generate": ["keras_hub.layers.TokenAndPositionEmbedding"], }, { "path": "alibi_bias", "title": "AlibiBias layer", "generate": ["keras_hub.layers.AlibiBias"], }, { "path": "masked_lm_head", "title": "MaskedLMHead layer", "generate": ["keras_hub.layers.MaskedLMHead"], }, { "path": "cached_multi_head_attention", "title": "CachedMultiHeadAttention layer", "generate": ["keras_hub.layers.CachedMultiHeadAttention"], }, ], } METRICS_MASTER = { "path": "metrics/", "title": "Metrics", "toc": True, "children": [ { "path": "perplexity", "title": "Perplexity metric", "generate": ["keras_hub.metrics.Perplexity"], }, ], } HUB_API_MASTER = { "path": "api/", "title": "API documentation", "toc": True, "children": [ BASE_CLASSES, MODELS_MASTER, TOKENIZERS_MASTER, PREPROCESSING_LAYERS_MASTER, MODELING_LAYERS_MASTER, SAMPLERS_MASTER, METRICS_MASTER, ], } HUB_GUIDES_MASTER = { "path": "guides/", "title": "Developer guides", "toc": True, "children": [ { "path": "upload", "title": "Uploading Models", }, { "path": "stable_diffusion_3_in_keras_hub", "title": "Stable Diffusion 3", }, { "path": "segment_anything_in_keras_hub", "title": "Segment Anything", }, { "path": "classification_with_keras_hub", "title": "Image Classification", }, { "path": "semantic_segmentation_deeplab_v3", "title": "Semantic Segmentation", }, { "path": "transformer_pretraining", "title": "Pretraining a Transformer from scratch", }, ], } HUB_MASTER = { "path": "keras_hub/", "title": "KerasHub: Pretrained Models", "children": [ { "path": "getting_started", "title": "Getting started", }, HUB_GUIDES_MASTER, HUB_API_MASTER, { "path": "presets/", "title": "Pretrained models list", }, ], }