All modules for which code is available

• flax.struct
• tensorflow.python.keras.engine.training
• torch.nn.modules.module
• transformers.configuration_utils
• transformers.data.data_collator
• transformers.data.processors.glue
• transformers.data.processors.squad
• transformers.data.processors.utils
• transformers.debug_utils
• transformers.deepspeed
• transformers.feature_extraction_sequence_utils
• transformers.feature_extraction_utils
• transformers.file_utils
• transformers.generation_beam_search
• transformers.generation_flax_logits_process
• transformers.generation_flax_utils
• transformers.generation_logits_process
• transformers.generation_stopping_criteria
• transformers.generation_tf_utils
• transformers.generation_utils
• transformers.hf_argparser
• transformers.image_utils
• transformers.integrations
• transformers.keras_callbacks
• transformers.modeling_flax_outputs
• transformers.modeling_flax_utils
• transformers.modeling_outputs
• transformers.modeling_tf_outputs
• transformers.modeling_tf_utils
• transformers.modeling_utils
• transformers.models.albert.configuration_albert
• transformers.models.albert.modeling_albert
• transformers.models.albert.modeling_flax_albert
• transformers.models.albert.modeling_tf_albert
• transformers.models.albert.tokenization_albert
• transformers.models.albert.tokenization_albert_fast
• transformers.models.auto.auto_factory
• transformers.models.auto.configuration_auto
• transformers.models.auto.feature_extraction_auto
• transformers.models.auto.modeling_auto
• transformers.models.auto.modeling_flax_auto
• transformers.models.auto.modeling_tf_auto
• transformers.models.auto.tokenization_auto
• transformers.models.bart.configuration_bart
• transformers.models.bart.modeling_bart
• transformers.models.bart.modeling_flax_bart
• transformers.models.bart.modeling_tf_bart
• transformers.models.bart.tokenization_bart
• transformers.models.bart.tokenization_bart_fast
• transformers.models.barthez.tokenization_barthez
• transformers.models.barthez.tokenization_barthez_fast
• transformers.models.bartpho.tokenization_bartpho
• transformers.models.beit.configuration_beit
• transformers.models.beit.feature_extraction_beit
• transformers.models.beit.modeling_beit
• transformers.models.beit.modeling_flax_beit
• transformers.models.bert.configuration_bert
• transformers.models.bert.modeling_bert
• transformers.models.bert.modeling_flax_bert
• transformers.models.bert.modeling_tf_bert
• transformers.models.bert.tokenization_bert
• transformers.models.bert.tokenization_bert_fast
• transformers.models.bert_generation.configuration_bert_generation
• transformers.models.bert_generation.modeling_bert_generation
• transformers.models.bert_generation.tokenization_bert_generation
• transformers.models.bert_japanese.tokenization_bert_japanese
• transformers.models.bertweet.tokenization_bertweet
• transformers.models.big_bird.configuration_big_bird
• transformers.models.big_bird.modeling_big_bird
• transformers.models.big_bird.modeling_flax_big_bird
• transformers.models.big_bird.tokenization_big_bird
• transformers.models.big_bird.tokenization_big_bird_fast
• transformers.models.bigbird_pegasus.configuration_bigbird_pegasus
• transformers.models.bigbird_pegasus.modeling_bigbird_pegasus
• transformers.models.blenderbot.configuration_blenderbot
• transformers.models.blenderbot.modeling_blenderbot
• transformers.models.blenderbot.modeling_tf_blenderbot
• transformers.models.blenderbot.tokenization_blenderbot
• transformers.models.blenderbot_small.configuration_blenderbot_small
• transformers.models.blenderbot_small.modeling_blenderbot_small
• transformers.models.blenderbot_small.modeling_tf_blenderbot_small
• transformers.models.blenderbot_small.tokenization_blenderbot_small
• transformers.models.blenderbot_small.tokenization_blenderbot_small_fast
• transformers.models.byt5.tokenization_byt5
• transformers.models.camembert.configuration_camembert
• transformers.models.camembert.modeling_camembert
• transformers.models.camembert.modeling_tf_camembert
• transformers.models.camembert.tokenization_camembert
• transformers.models.camembert.tokenization_camembert_fast
• transformers.models.canine.configuration_canine
• transformers.models.canine.modeling_canine
• transformers.models.canine.tokenization_canine
• transformers.models.clip.configuration_clip
• transformers.models.clip.feature_extraction_clip
• transformers.models.clip.modeling_clip
• transformers.models.clip.modeling_flax_clip
• transformers.models.clip.processing_clip
• transformers.models.clip.tokenization_clip
• transformers.models.clip.tokenization_clip_fast
• transformers.models.convbert.configuration_convbert
• transformers.models.convbert.modeling_convbert
• transformers.models.convbert.modeling_tf_convbert
• transformers.models.convbert.tokenization_convbert
• transformers.models.convbert.tokenization_convbert_fast
• transformers.models.cpm.tokenization_cpm
• transformers.models.ctrl.configuration_ctrl
• transformers.models.ctrl.modeling_ctrl
• transformers.models.ctrl.modeling_tf_ctrl
• transformers.models.ctrl.tokenization_ctrl
• transformers.models.deberta.configuration_deberta
• transformers.models.deberta.modeling_deberta
• transformers.models.deberta.modeling_tf_deberta
• transformers.models.deberta.tokenization_deberta
• transformers.models.deberta.tokenization_deberta_fast
• transformers.models.deberta_v2.configuration_deberta_v2
• transformers.models.deberta_v2.modeling_deberta_v2
• transformers.models.deberta_v2.modeling_tf_deberta_v2
• transformers.models.deberta_v2.tokenization_deberta_v2
• transformers.models.deit.configuration_deit
• transformers.models.deit.feature_extraction_deit
• transformers.models.deit.modeling_deit
• transformers.models.detr.configuration_detr
• transformers.models.detr.feature_extraction_detr
• transformers.models.detr.modeling_detr
• transformers.models.distilbert.configuration_distilbert
• transformers.models.distilbert.modeling_distilbert
• transformers.models.distilbert.modeling_flax_distilbert
• transformers.models.distilbert.modeling_tf_distilbert
• transformers.models.distilbert.tokenization_distilbert
• transformers.models.distilbert.tokenization_distilbert_fast
• transformers.models.dpr.configuration_dpr
• transformers.models.dpr.modeling_dpr
• transformers.models.dpr.modeling_tf_dpr
• transformers.models.dpr.tokenization_dpr
• transformers.models.dpr.tokenization_dpr_fast
• transformers.models.electra.configuration_electra
• transformers.models.electra.modeling_electra
• transformers.models.electra.modeling_flax_electra
• transformers.models.electra.modeling_tf_electra
• transformers.models.electra.tokenization_electra
• transformers.models.electra.tokenization_electra_fast
• transformers.models.encoder_decoder.configuration_encoder_decoder
• transformers.models.encoder_decoder.modeling_encoder_decoder
• transformers.models.encoder_decoder.modeling_flax_encoder_decoder
• transformers.models.encoder_decoder.modeling_tf_encoder_decoder
• transformers.models.flaubert.configuration_flaubert
• transformers.models.flaubert.modeling_flaubert
• transformers.models.flaubert.modeling_tf_flaubert
• transformers.models.flaubert.tokenization_flaubert
• transformers.models.fnet.configuration_fnet
• transformers.models.fnet.modeling_fnet
• transformers.models.fnet.tokenization_fnet
• transformers.models.fnet.tokenization_fnet_fast
• transformers.models.fsmt.configuration_fsmt
• transformers.models.fsmt.modeling_fsmt
• transformers.models.fsmt.tokenization_fsmt
• transformers.models.funnel.configuration_funnel
• transformers.models.funnel.modeling_funnel
• transformers.models.funnel.modeling_tf_funnel
• transformers.models.funnel.tokenization_funnel
• transformers.models.funnel.tokenization_funnel_fast
• transformers.models.gpt2.configuration_gpt2
• transformers.models.gpt2.modeling_flax_gpt2
• transformers.models.gpt2.modeling_gpt2
• transformers.models.gpt2.modeling_tf_gpt2
• transformers.models.gpt2.tokenization_gpt2
• transformers.models.gpt2.tokenization_gpt2_fast
• transformers.models.gpt_neo.configuration_gpt_neo
• transformers.models.gpt_neo.modeling_flax_gpt_neo
• transformers.models.gpt_neo.modeling_gpt_neo
• transformers.models.gptj.configuration_gptj
• transformers.models.gptj.modeling_gptj
• transformers.models.herbert.tokenization_herbert
• transformers.models.herbert.tokenization_herbert_fast
• transformers.models.hubert.configuration_hubert
• transformers.models.hubert.modeling_hubert
• transformers.models.hubert.modeling_tf_hubert
• transformers.models.ibert.configuration_ibert
• transformers.models.ibert.modeling_ibert
• transformers.models.layoutlm.configuration_layoutlm
• transformers.models.layoutlm.modeling_layoutlm
• transformers.models.layoutlm.modeling_tf_layoutlm
• transformers.models.layoutlm.tokenization_layoutlm
• transformers.models.layoutlm.tokenization_layoutlm_fast
• transformers.models.layoutlmv2.configuration_layoutlmv2
• transformers.models.layoutlmv2.feature_extraction_layoutlmv2
• transformers.models.layoutlmv2.modeling_layoutlmv2
• transformers.models.layoutlmv2.processing_layoutlmv2
• transformers.models.layoutlmv2.tokenization_layoutlmv2
• transformers.models.layoutlmv2.tokenization_layoutlmv2_fast
• transformers.models.led.configuration_led
• transformers.models.led.modeling_led
• transformers.models.led.modeling_tf_led
• transformers.models.led.tokenization_led
• transformers.models.led.tokenization_led_fast
• transformers.models.longformer.configuration_longformer
• transformers.models.longformer.modeling_longformer
• transformers.models.longformer.modeling_tf_longformer
• transformers.models.longformer.tokenization_longformer
• transformers.models.longformer.tokenization_longformer_fast
• transformers.models.luke.configuration_luke
• transformers.models.luke.modeling_luke
• transformers.models.luke.tokenization_luke
• transformers.models.lxmert.configuration_lxmert
• transformers.models.lxmert.modeling_lxmert
• transformers.models.lxmert.modeling_tf_lxmert
• transformers.models.lxmert.tokenization_lxmert
• transformers.models.lxmert.tokenization_lxmert_fast
• transformers.models.m2m_100.configuration_m2m_100
• transformers.models.m2m_100.modeling_m2m_100
• transformers.models.m2m_100.tokenization_m2m_100
• transformers.models.marian.configuration_marian
• transformers.models.marian.modeling_flax_marian
• transformers.models.marian.modeling_marian
• transformers.models.marian.modeling_tf_marian
• transformers.models.marian.tokenization_marian
• transformers.models.mbart.configuration_mbart
• transformers.models.mbart.modeling_flax_mbart
• transformers.models.mbart.modeling_mbart
• transformers.models.mbart.modeling_tf_mbart
• transformers.models.mbart.tokenization_mbart
• transformers.models.mbart.tokenization_mbart_fast
• transformers.models.mbart50.tokenization_mbart50
• transformers.models.mbart50.tokenization_mbart50_fast
• transformers.models.megatron_bert.configuration_megatron_bert
• transformers.models.megatron_bert.modeling_megatron_bert
• transformers.models.mobilebert.configuration_mobilebert
• transformers.models.mobilebert.modeling_mobilebert
• transformers.models.mobilebert.modeling_tf_mobilebert
• transformers.models.mobilebert.tokenization_mobilebert
• transformers.models.mobilebert.tokenization_mobilebert_fast
• transformers.models.mpnet.configuration_mpnet
• transformers.models.mpnet.modeling_mpnet
• transformers.models.mpnet.modeling_tf_mpnet
• transformers.models.mpnet.tokenization_mpnet
• transformers.models.mpnet.tokenization_mpnet_fast
• transformers.models.mt5.configuration_mt5
• transformers.models.mt5.modeling_flax_mt5
• transformers.models.mt5.modeling_mt5
• transformers.models.mt5.modeling_tf_mt5
• transformers.models.openai.configuration_openai
• transformers.models.openai.modeling_openai
• transformers.models.openai.modeling_tf_openai
• transformers.models.openai.tokenization_openai
• transformers.models.openai.tokenization_openai_fast
• transformers.models.pegasus.configuration_pegasus
• transformers.models.pegasus.modeling_flax_pegasus
• transformers.models.pegasus.modeling_pegasus
• transformers.models.pegasus.modeling_tf_pegasus
• transformers.models.pegasus.tokenization_pegasus
• transformers.models.pegasus.tokenization_pegasus_fast
• transformers.models.phobert.tokenization_phobert
• transformers.models.prophetnet.configuration_prophetnet
• transformers.models.prophetnet.modeling_prophetnet
• transformers.models.prophetnet.tokenization_prophetnet
• transformers.models.rag.configuration_rag
• transformers.models.rag.modeling_rag
• transformers.models.rag.modeling_tf_rag
• transformers.models.rag.retrieval_rag
• transformers.models.rag.tokenization_rag
• transformers.models.reformer.configuration_reformer
• transformers.models.reformer.modeling_reformer
• transformers.models.reformer.tokenization_reformer
• transformers.models.reformer.tokenization_reformer_fast
• transformers.models.rembert.configuration_rembert
• transformers.models.rembert.modeling_rembert
• transformers.models.rembert.modeling_tf_rembert
• transformers.models.rembert.tokenization_rembert
• transformers.models.rembert.tokenization_rembert_fast
• transformers.models.retribert.configuration_retribert
• transformers.models.retribert.modeling_retribert
• transformers.models.retribert.tokenization_retribert
• transformers.models.retribert.tokenization_retribert_fast
• transformers.models.roberta.configuration_roberta
• transformers.models.roberta.modeling_flax_roberta
• transformers.models.roberta.modeling_roberta
• transformers.models.roberta.modeling_tf_roberta
• transformers.models.roberta.tokenization_roberta
• transformers.models.roberta.tokenization_roberta_fast
• transformers.models.roformer.configuration_roformer
• transformers.models.roformer.modeling_roformer
• transformers.models.roformer.modeling_tf_roformer
• transformers.models.roformer.tokenization_roformer
• transformers.models.roformer.tokenization_roformer_fast
• transformers.models.segformer.configuration_segformer
• transformers.models.segformer.feature_extraction_segformer
• transformers.models.segformer.modeling_segformer
• transformers.models.sew.configuration_sew
• transformers.models.sew.modeling_sew
• transformers.models.sew_d.configuration_sew_d
• transformers.models.sew_d.modeling_sew_d
• transformers.models.speech_encoder_decoder.configuration_speech_encoder_decoder
• transformers.models.speech_encoder_decoder.modeling_speech_encoder_decoder
• transformers.models.speech_to_text.configuration_speech_to_text
• transformers.models.speech_to_text.feature_extraction_speech_to_text
• transformers.models.speech_to_text.modeling_speech_to_text
• transformers.models.speech_to_text.processing_speech_to_text
• transformers.models.speech_to_text.tokenization_speech_to_text
• transformers.models.speech_to_text_2.configuration_speech_to_text_2
• transformers.models.speech_to_text_2.modeling_speech_to_text_2
• transformers.models.speech_to_text_2.processing_speech_to_text_2
• transformers.models.speech_to_text_2.tokenization_speech_to_text_2
• transformers.models.splinter.configuration_splinter
• transformers.models.splinter.modeling_splinter
• transformers.models.splinter.tokenization_splinter
• transformers.models.splinter.tokenization_splinter_fast
• transformers.models.squeezebert.configuration_squeezebert
• transformers.models.squeezebert.modeling_squeezebert
• transformers.models.squeezebert.tokenization_squeezebert
• transformers.models.squeezebert.tokenization_squeezebert_fast
• transformers.models.t5.configuration_t5
• transformers.models.t5.modeling_flax_t5
• transformers.models.t5.modeling_t5
• transformers.models.t5.modeling_tf_t5
• transformers.models.t5.tokenization_t5
• transformers.models.t5.tokenization_t5_fast
• transformers.models.tapas.configuration_tapas
• transformers.models.tapas.modeling_tapas
• transformers.models.tapas.tokenization_tapas
• transformers.models.transfo_xl.configuration_transfo_xl
• transformers.models.transfo_xl.modeling_tf_transfo_xl
• transformers.models.transfo_xl.modeling_transfo_xl
• transformers.models.transfo_xl.tokenization_transfo_xl
• transformers.models.trocr.configuration_trocr
• transformers.models.trocr.modeling_trocr
• transformers.models.trocr.processing_trocr
• transformers.models.unispeech.configuration_unispeech
• transformers.models.unispeech.modeling_unispeech
• transformers.models.unispeech_sat.configuration_unispeech_sat
• transformers.models.unispeech_sat.modeling_unispeech_sat
• transformers.models.vision_encoder_decoder.configuration_vision_encoder_decoder
• transformers.models.vision_encoder_decoder.modeling_vision_encoder_decoder
• transformers.models.visual_bert.configuration_visual_bert
• transformers.models.visual_bert.modeling_visual_bert
• transformers.models.vit.configuration_vit
• transformers.models.vit.feature_extraction_vit
• transformers.models.vit.modeling_flax_vit
• transformers.models.vit.modeling_vit
• transformers.models.wav2vec2.configuration_wav2vec2
• transformers.models.wav2vec2.feature_extraction_wav2vec2
• transformers.models.wav2vec2.modeling_flax_wav2vec2
• transformers.models.wav2vec2.modeling_tf_wav2vec2
• transformers.models.wav2vec2.modeling_wav2vec2
• transformers.models.wav2vec2.processing_wav2vec2
• transformers.models.wav2vec2.tokenization_wav2vec2
• transformers.models.xlm.configuration_xlm
• transformers.models.xlm.modeling_tf_xlm
• transformers.models.xlm.modeling_xlm
• transformers.models.xlm.tokenization_xlm
• transformers.models.xlm_prophetnet.configuration_xlm_prophetnet
• transformers.models.xlm_prophetnet.modeling_xlm_prophetnet
• transformers.models.xlm_prophetnet.tokenization_xlm_prophetnet
• transformers.models.xlm_roberta.configuration_xlm_roberta
• transformers.models.xlm_roberta.modeling_tf_xlm_roberta
• transformers.models.xlm_roberta.modeling_xlm_roberta
• transformers.models.xlm_roberta.tokenization_xlm_roberta
• transformers.models.xlm_roberta.tokenization_xlm_roberta_fast
• transformers.models.xlnet.configuration_xlnet
• transformers.models.xlnet.modeling_tf_xlnet
• transformers.models.xlnet.modeling_xlnet
• transformers.models.xlnet.tokenization_xlnet
• transformers.models.xlnet.tokenization_xlnet_fast
• transformers.optimization
• transformers.optimization_tf
• transformers.pipelines
• transformers.pipelines.audio_classification
• transformers.pipelines.automatic_speech_recognition
• transformers.pipelines.base
• transformers.pipelines.conversational
• transformers.pipelines.feature_extraction
• transformers.pipelines.fill_mask
• transformers.pipelines.image_classification
• transformers.pipelines.image_segmentation
• transformers.pipelines.object_detection
• transformers.pipelines.question_answering
• transformers.pipelines.table_question_answering
• transformers.pipelines.text2text_generation
• transformers.pipelines.text_classification
• transformers.pipelines.text_generation
• transformers.pipelines.token_classification
• transformers.pipelines.zero_shot_classification
• transformers.tokenization_utils
• transformers.tokenization_utils_base
• transformers.tokenization_utils_fast
• transformers.trainer
• transformers.trainer_callback
• transformers.trainer_pt_utils
• transformers.trainer_seq2seq
• transformers.trainer_tf
• transformers.trainer_utils
• transformers.training_args
• transformers.training_args_seq2seq
• transformers.training_args_tf
• transformers.utils.dummy_scatter_objects