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KerasHub: 预训练模型
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Keras Tuner
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Keras Hub
KerasHub: 预训练模型
入门指南
开发者指南
API 文档
建模 API
模型架构
分词器
预处理层
建模层
采样器
评估指标
预训练模型列表
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KerasHub: 预训练模型
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API 文档
/ KerasHub 模型架构
KerasHub 模型架构
以下是 KerasHub 支持的模型架构列表。这些模型可以通过两种方式创建：
通过
from_preset()
构造函数，该函数使用预训练的配置、词汇和权重实例化一个对象。
通过用户控制的自定义配置。
有关 Keras 团队直接提供的可用预训练模型预设的完整列表，请参阅
预训练模型
页面。
Albert
AlbertTokenizer
AlbertBackbone model
AlbertTextClassifier model
AlbertTextClassifierPreprocessor layer
AlbertMaskedLM model
AlbertMaskedLMPreprocessor layer
Bart
BartTokenizer
BartBackbone model
BartSeq2SeqLM model
BartSeq2SeqLMPreprocessor layer
BASNet
BASNetImageConverter
BASNetBackbone model
BASNetImageSegmenter model
BASNetPreprocessor layer
Bert
BertTokenizer
BertBackbone model
BertTextClassifier model
BertTextClassifierPreprocessor layer
BertMaskedLM model
BertMaskedLMPreprocessor layer
Bloom
BloomTokenizer
BloomBackbone model
BloomCausalLM model
BloomCausalLMPreprocessor layer
CLIP
CLIPTokenizer
CLIPImageConverter
CLIPBackbone model
CLIPPreprocessor
CSPNet
CSPNetImageConverter
CSPNetBackbone model
CSPNetImageClassifier model
CSPNetImageClassifierPreprocessor layer
DebertaV3
DebertaV3Tokenizer
DebertaV3Backbone model
DebertaV3TextClassifier model
DebertaV3TextClassifierPreprocessor layer
DebertaV3MaskedLM model
DebertaV3MaskedLMPreprocessor layer
DeepLabV3
DeepLabV3ImageConverter
DeepLabV3Backbone model
DeepLabV3ImageSegmenter model
DeepLabV3ImageSegmenterPreprocessor layer
DenseNet
DenseNetImageConverter
DensNetBackbone model
DenseNetImageClassifier model
DenseNetImageClassifierPreprocessor layer
DistilBert
DistilBertTokenizer
DistilBertBackbone model
DistilBertTextClassifier model
DistilBertTextClassifierPreprocessor layer
DistilBertMaskedLM model
DistilBertMaskedLMPreprocessor layer
EfficientNet
EfficientNetImageConverter
EfficientNetBackbone model
EfficientNetImageClassifier model
EfficientNetImageClassifierPreprocessor layer
Electra
ElectraTokenizer
ElectraBackbone model
Falcon
FalconTokenizer
FalconBackbone model
FalconCausalLM model
FalconCausalLMPreprocessor layer
Flux
FluxBackbone model
FluxTextToImage model
FluxTextToImagePreprocessor layer
FNet
FNetTokenizer
FNetBackbone model
FNetTextClassifier model
FNetTextClassifierPreprocessor layer
FNetMaskedLM model
FNetMaskedLMPreprocessor layer
Gemma
GemmaTokenizer
GemmaBackbone model
GemmaCausalLM model
GemmaCausalLMPreprocessor layer
Gemma3
Gemma3Tokenizer
Gemma3ImageConverter
Gemma3Backbone model
Gemma3CausalLM model
Gemma3CausalLMPreprocessor layer
GPT2
GPT2Tokenizer
GPT2Backbone model
GPT2CausalLM model
GPT2CausalLMPreprocessor layer
GPT-NeoX
GPTNeoXTokenizer
GPTNeoXBackbone model
GPTNeoXCausalLM model
GPTNeoXCausalLMPreprocessor layer
Llama
LlamaTokenizer
LlamaBackbone model
LlamaCausalLM model
LlamaCausalLMPreprocessor layer
Llama3
Llama3Tokenizer
Llama3Backbone model
Llama3CausalLM model
Llama3CausalLMPreprocessor layer
Mistral
MistralTokenizer
MistralBackbone model
MistralCausalLM model
MistralCausalLMPreprocessor layer
MiT
MiTImageConverter
MiTBackbone model
MiTImageClassifier model
MiTImageClassifierPreprocessor layer
MobileNet
MobileNetImageConverter
MobileNetBackbone model
MobileNetImageClassifier model
MobileNetImageClassifierPreprocessor layer
OPT
OPTTokenizer
OPTBackbone model
OPTCausalLM model
OPTCausalLMPreprocessor layer
PaliGemma
PaliGemmaTokenizer
PaliGemmaBackbone model
PaliGemmaCausalLM model
PaliGemmaCausalLMPreprocessor layer
Phi3
Phi3Tokenizer
Phi3Backbone model
Phi3CausalLM model
Phi3CausalLMPreprocessor layer
ResNet
ResNetImageConverter
ResNetBackbone model
ResNetImageClassifier model
ResNetImageClassifierPreprocessor layer
RetinaNet
RetinaNetImageConverter
RetinaNetBackbone model
RetinaNetObjectDetector model
RetinaNetObjectDetectorPreprocessor layer
Roberta
RobertaTokenizer
RobertaBackbone model
RobertaTextClassifier model
RobertaTextClassifierPreprocessor layer
RobertaMaskedLM model
RobertaMaskedLMPreprocessor layer
SegFormer
SegFormerImageConverter
SegFormerBackbone model
SegFormerImageSegmenter model
SegFormerImageSegmenterPreprocessor layer
Segment Anything Model
SAMImageConverter
SAMBackbone model
SAMImageSegmenter model
SAMImageSegmenterPreprocessor layer
SAMPromptEncoder layer
SAMMaskDecoder layer
SigLIP
SigLIPTokenizer
SigLIPImageConverter
SigLIPBackbone model
SigLIPPreprocessor
Stable Diffusion 3
SAMImageConverter
StableDiffusion3Backbone model
StableDiffusion3TextToImage model
StableDiffusion3TextToImagePreprocessor layer
StableDiffusion3ImageToImage model
StableDiffusion3Inpaint model
T5
T5Tokenizer
T5Backbone model
T5Preprocessor layer
VGG
VGGImageConverter
VGGBackbone model
VGGImageClassifier model
VGGImageClassifierPreprocessor layer
ViT
ViTImageConverter
ViTBackbone model
ViTImageClassifier model
ViTImageClassifierPreprocessor layer
ViTDet
VitDet model
Whisper
WhisperTokenizer
WhisperAudioConverter
WhisperBackbone model
XLNet
XLNetBackbone model
XLMRoberta
XLMRobertaTokenizer
XLMRobertaBackbone model
XLMRobertaTextClassifier model
XLMRobertaTextClassifierPreprocessor layer
XLMRobertaMaskedLM model
XLMRobertaMaskedLMPreprocessor layer
KerasHub 模型架构
Albert
Bart
BASNet
Bert
Bloom
CLIP
CSPNet
DebertaV3
DeepLabV3
DenseNet
DistilBert
EfficientNet
Electra
Falcon
Flux
FNet
Gemma
Gemma3
GPT2
GPT-NeoX
Llama
Llama3
Mistral
MiT
MobileNet
OPT
PaliGemma
Phi3
ResNet
RetinaNet
Roberta
SegFormer
Segment Anything Model
SigLIP
Stable Diffusion 3
T5
VGG
ViT
ViTDet
Whisper
XLNet
XLMRoberta