- sections:
    - local: index
      title: 🤗 Transformers
    - local: quicktour
      title: Lawatan cepat
    - local: installation
      title: Pemasangan
  title: Mulakan
- sections:
    - local: pipeline_tutorial
      title: Jalankan inferens dengan saluran paip
    - local: autoclass_tutorial
      title: Tulis kod mudah alih dengan AutoClass
    - local: preprocessing
      title: Praproses data
    - local: training
      title: Perhalusi model yang telah dilatih
    - local: run_scripts
      title: Latih dengan skrip
    - local: accelerate
      title: Sediakan latihan yang diedarkan dengan 🤗 Accelerate
    - local: model_sharing
      title: Kongsi model anda
    - local: transformers_agents
      title: Ejen
  title: Tutorials
- sections:
    - sections:
        - local: tasks/sequence_classification
          title: Klasifikasi teks
        - local: tasks/token_classification
          title: Klasifikasi token
        - local: tasks/question_answering
          title: Soalan menjawab
        - local: tasks/language_modeling
          title: Pemodelan bahasa sebab-akibat
        - local: tasks/masked_language_modeling
          title: Pemodelan bahasa Masked
        - local: tasks/translation
          title: Terjemahan
        - local: tasks/summarization
          title: Rumusan
        - local: tasks/multiple_choice
          title: Pilihan
      title: Natural Language Processing
      isExpanded: false
    - sections:
        - local: tasks/audio_classification
          title: Klasifikasi audio
        - local: tasks/asr
          title: Pengecaman pertuturan automatik
      title: Audio
      isExpanded: false
    - sections:
        - local: tasks/image_classification
          title: Klasifikasi imej
        - local: tasks/semantic_segmentation
          title: Segmentasi semantik
        - local: tasks/video_classification
          title: Klasifikasi video
        - local: tasks/object_detection
          title: Pengesanan objek
        - local: tasks/zero_shot_object_detection
          title: Pengesanan objek Zero-Shot
        - local: tasks/zero_shot_image_classification
          title: Klasifikasi imej tangkapan Zero-Shot
        - local: tasks/monocular_depth_estimation
          title: Anggaran kedalaman
      title: Visi komputer
      isExpanded: false
    - sections:
        - local: tasks/image_captioning
          title: Kapsyen imej
        - local: tasks/document_question_answering
          title: Menjawab Soalan Dokumen
        - local: tasks/text-to-speech
          title: Teks kepada ucapan
      title: Multimodal
      isExpanded: false
  title: Panduan Tugasan
- sections:
    - local: fast_tokenizers
      title: Gunakan tokenizer cepat dari 🤗 Tokenizers
    - local: multilingual
      title: Jalankan inferens dengan model berbilang bahasa
    - local: generation_strategies
      title: Sesuaikan strategi penjanaan teks
    - local: create_a_model
      title: Gunakan API khusus model
    - local: custom_models
      title: Kongsi model tersuai
    - local: sagemaker
      title: Jalankan latihan di Amazon SageMaker
    - local: serialization
      title: Eksport ke ONNX
    - local: torchscript
      title: Eksport ke TorchScript
    - local: benchmarks
      title: Penanda aras
    - local: Buku nota dengan contoh
      title: Notebooks with examples
    - local: Sumber komuniti
      title: Community resources
    - local: Sumber komuniti
      title: Custom Tools and Prompts
    - local: Alat dan Gesaan Tersuai
      title: Selesaikan masalah
  title: Panduan Developer
- sections:
    - local: performance
      title: Gambaran keseluruhan
    - local: perf_train_gpu_one
      title: Latihan pada satu GPU
    - local: perf_train_gpu_many
      title: Latihan pada banyak GPU
    - local: perf_train_cpu
      title: Latihan mengenai CPU
    - local: perf_train_cpu_many
      title: Latihan pada banyak CPU
    - local: perf_train_tpu
      title: Latihan mengenai TPU
    - local: perf_train_tpu_tf
      title: Latihan tentang TPU dengan TensorFlow
    - local: perf_train_special
      title: Latihan mengenai Perkakasan Khusus
    - local: perf_infer_cpu
      title: Inferens pada CPU
    - local: perf_infer_gpu_one
      title: Inferens pada satu GPU
    - local: perf_infer_gpu_many
      title: Inferens pada banyak GPUs
    - local: perf_infer_special
      title: Inferens pada Perkakasan Khusus
    - local: perf_hardware
      title: Perkakasan tersuai untuk latihan
    - local: big_models
      title: Menghidupkan model besar
    - local: debugging
      title: Penyahpepijatan
    - local: hpo_train
      title: Carian Hiperparameter menggunakan API Pelatih
    - local: tf_xla
      title: Penyepaduan XLA untuk Model TensorFlow
  title: Prestasi dan kebolehskalaan
- sections:
    - local: contributing
      title: Bagaimana untuk menyumbang kepada transformer?
    - local: add_new_model
      title: Bagaimana untuk menambah model pada 🤗 Transformers?
    - local: add_tensorflow_model
      title: Bagaimana untuk menukar model Transformers kepada TensorFlow?
    - local: add_new_pipeline
      title: Bagaimana untuk menambah saluran paip ke 🤗 Transformers?
    - local: testing
      title: Ujian
    - local: pr_checks
      title: Menyemak Permintaan Tarik
  title: Sumbangkan

- sections:
    - local: philosophy
      title: Falsafah
    - local: glossary
      title: Glosari
    - local: task_summary
      title: Apa 🤗 Transformers boleh buat
    - local: tasks_explained
      title: Bagaimana 🤗 Transformers menyelesaikan tugasan
    - local: model_summary
      title: Keluarga model Transformer
    - local: tokenizer_summary
      title: Ringkasan tokenizer
    - local: attention
      title: Mekanisme perhatian
    - local: pad_truncation
      title: Padding dan pemotongan
    - local: bertology
      title: BERTology
    - local: perplexity
      title: Kekeliruan model panjang tetap
    - local: pipeline_webserver
      title: Saluran paip untuk inferens pelayan web
  title: Panduan konsep
- sections:
    - sections:
        - local: main_classes/agent
          title: Ejen dan Alat
        - local: model_doc/auto
          title: Kelas Auto
        - local: main_classes/callback
          title: Panggilan balik
        - local: main_classes/configuration
          title: Configuration
        - local: main_classes/data_collator
          title: Data Collator
        - local: main_classes/keras_callbacks
          title: Keras callbacks
        - local: main_classes/logging
          title: Logging
        - local: main_classes/model
          title: Models
        - local: main_classes/text_generation
          title: Text Generation
        - local: main_classes/onnx
          title: ONNX
        - local: main_classes/optimizer_schedules
          title: Optimization
        - local: main_classes/output
          title: Model outputs
        - local: main_classes/pipelines
          title: Pipelines
        - local: main_classes/processors
          title: Processors
        - local: main_classes/quantization
          title: Quantization
        - local: main_classes/tokenizer
          title: Tokenizer
        - local: main_classes/trainer
          title: Trainer
        - local: main_classes/deepspeed
          title: DeepSpeed Integration
        - local: main_classes/feature_extractor
          title: Feature Extractor
        - local: main_classes/image_processor
          title: Image Processor
      title: Main Classes
    - sections:
        - isExpanded: false
          sections:
            - local: model_doc/albert
              title: ALBERT
            - local: model_doc/bart
              title: BART
            - local: model_doc/barthez
              title: BARThez
            - local: model_doc/bartpho
              title: BARTpho
            - local: model_doc/bert
              title: BERT
            - local: model_doc/bert-generation
              title: BertGeneration
            - local: model_doc/bert-japanese
              title: BertJapanese
            - local: model_doc/bertweet
              title: Bertweet
            - local: model_doc/big_bird
              title: BigBird
            - local: model_doc/bigbird_pegasus
              title: BigBirdPegasus
            - local: model_doc/biogpt
              title: BioGpt
            - local: model_doc/blenderbot
              title: Blenderbot
            - local: model_doc/blenderbot-small
              title: Blenderbot Small
            - local: model_doc/bloom
              title: BLOOM
            - local: model_doc/bort
              title: BORT
            - local: model_doc/byt5
              title: ByT5
            - local: model_doc/camembert
              title: CamemBERT
            - local: model_doc/canine
              title: CANINE
            - local: model_doc/codegen
              title: CodeGen
            - local: model_doc/convbert
              title: ConvBERT
            - local: model_doc/cpm
              title: CPM
            - local: model_doc/cpmant
              title: CPMANT
            - local: model_doc/ctrl
              title: CTRL
            - local: model_doc/deberta
              title: DeBERTa
            - local: model_doc/deberta-v2
              title: DeBERTa-v2
            - local: model_doc/dialogpt
              title: DialoGPT
            - local: model_doc/distilbert
              title: DistilBERT
            - local: model_doc/dpr
              title: DPR
            - local: model_doc/electra
              title: ELECTRA
            - local: model_doc/encoder-decoder
              title: Encoder Decoder Models
            - local: model_doc/ernie
              title: ERNIE
            - local: model_doc/ernie_m
              title: ErnieM
            - local: model_doc/esm
              title: ESM
            - local: model_doc/flan-t5
              title: FLAN-T5
            - local: model_doc/flan-ul2
              title: FLAN-UL2
            - local: model_doc/flaubert
              title: FlauBERT
            - local: model_doc/fnet
              title: FNet
            - local: model_doc/fsmt
              title: FSMT
            - local: model_doc/funnel
              title: Funnel Transformer
            - local: model_doc/openai-gpt
              title: GPT
            - local: model_doc/gpt_neo
              title: GPT Neo
            - local: model_doc/gpt_neox
              title: GPT NeoX
            - local: model_doc/gpt_neox_japanese
              title: GPT NeoX Japanese
            - local: model_doc/gptj
              title: GPT-J
            - local: model_doc/gpt2
              title: GPT2
            - local: model_doc/gpt_bigcode
              title: GPTBigCode
            - local: model_doc/gptsan-japanese
              title: GPTSAN Japanese
            - local: model_doc/gpt-sw3
              title: GPTSw3
            - local: model_doc/herbert
              title: HerBERT
            - local: model_doc/ibert
              title: I-BERT
            - local: model_doc/jukebox
              title: Jukebox
            - local: model_doc/led
              title: LED
            - local: model_doc/llama
              title: LLaMA
            - local: model_doc/longformer
              title: Longformer
            - local: model_doc/longt5
              title: LongT5
            - local: model_doc/luke
              title: LUKE
            - local: model_doc/m2m_100
              title: M2M100
            - local: model_doc/marian
              title: MarianMT
            - local: model_doc/markuplm
              title: MarkupLM
            - local: model_doc/mbart
              title: MBart and MBart-50
            - local: model_doc/mega
              title: MEGA
            - local: model_doc/megatron-bert
              title: MegatronBERT
            - local: model_doc/megatron_gpt2
              title: MegatronGPT2
            - local: model_doc/mluke
              title: mLUKE
            - local: model_doc/mobilebert
              title: MobileBERT
            - local: model_doc/mpnet
              title: MPNet
            - local: model_doc/mt5
              title: MT5
            - local: model_doc/mvp
              title: MVP
            - local: model_doc/nezha
              title: NEZHA
            - local: model_doc/nllb
              title: NLLB
            - local: model_doc/nllb-moe
              title: NLLB-MoE
            - local: model_doc/nystromformer
              title: Nyströmformer
            - local: model_doc/open-llama
              title: Open-Llama
            - local: model_doc/opt
              title: OPT
            - local: model_doc/pegasus
              title: Pegasus
            - local: model_doc/pegasus_x
              title: PEGASUS-X
            - local: model_doc/phobert
              title: PhoBERT
            - local: model_doc/plbart
              title: PLBart
            - local: model_doc/prophetnet
              title: ProphetNet
            - local: model_doc/qdqbert
              title: QDQBert
            - local: model_doc/rag
              title: RAG
            - local: model_doc/realm
              title: REALM
            - local: model_doc/reformer
              title: Reformer
            - local: model_doc/rembert
              title: RemBERT
            - local: model_doc/retribert
              title: RetriBERT
            - local: model_doc/roberta
              title: RoBERTa
            - local: model_doc/roberta-prelayernorm
              title: RoBERTa-PreLayerNorm
            - local: model_doc/roc_bert
              title: RoCBert
            - local: model_doc/roformer
              title: RoFormer
            - local: model_doc/rwkv
              title: RWKV
            - local: model_doc/splinter
              title: Splinter
            - local: model_doc/squeezebert
              title: SqueezeBERT
            - local: model_doc/switch_transformers
              title: SwitchTransformers
            - local: model_doc/t5
              title: T5
            - local: model_doc/t5v1.1
              title: T5v1.1
            - local: model_doc/tapex
              title: TAPEX
            - local: model_doc/transfo-xl
              title: Transformer XL
            - local: model_doc/ul2
              title: UL2
            - local: model_doc/xmod
              title: X-MOD
            - local: model_doc/xglm
              title: XGLM
            - local: model_doc/xlm
              title: XLM
            - local: model_doc/xlm-prophetnet
              title: XLM-ProphetNet
            - local: model_doc/xlm-roberta
              title: XLM-RoBERTa
            - local: model_doc/xlm-roberta-xl
              title: XLM-RoBERTa-XL
            - local: model_doc/xlm-v
              title: XLM-V
            - local: model_doc/xlnet
              title: XLNet
            - local: model_doc/yoso
              title: YOSO
          title: Text models
        - isExpanded: false
          sections:
            - local: model_doc/beit
              title: BEiT
            - local: model_doc/bit
              title: BiT
            - local: model_doc/conditional_detr
              title: Conditional DETR
            - local: model_doc/convnext
              title: ConvNeXT
            - local: model_doc/convnextv2
              title: ConvNeXTV2
            - local: model_doc/cvt
              title: CvT
            - local: model_doc/deformable_detr
              title: Deformable DETR
            - local: model_doc/deit
              title: DeiT
            - local: model_doc/deta
              title: DETA
            - local: model_doc/detr
              title: DETR
            - local: model_doc/dinat
              title: DiNAT
            - local: model_doc/dit
              title: DiT
            - local: model_doc/dpt
              title: DPT
            - local: model_doc/efficientformer
              title: EfficientFormer
            - local: model_doc/efficientnet
              title: EfficientNet
            - local: model_doc/focalnet
              title: FocalNet
            - local: model_doc/glpn
              title: GLPN
            - local: model_doc/imagegpt
              title: ImageGPT
            - local: model_doc/levit
              title: LeViT
            - local: model_doc/mask2former
              title: Mask2Former
            - local: model_doc/maskformer
              title: MaskFormer
            - local: model_doc/mobilenet_v1
              title: MobileNetV1
            - local: model_doc/mobilenet_v2
              title: MobileNetV2
            - local: model_doc/mobilevit
              title: MobileViT
            - local: model_doc/nat
              title: NAT
            - local: model_doc/poolformer
              title: PoolFormer
            - local: model_doc/regnet
              title: RegNet
            - local: model_doc/resnet
              title: ResNet
            - local: model_doc/segformer
              title: SegFormer
            - local: model_doc/swiftformer
              title: SwiftFormer
            - local: model_doc/swin
              title: Swin Transformer
            - local: model_doc/swinv2
              title: Swin Transformer V2
            - local: model_doc/swin2sr
              title: Swin2SR
            - local: model_doc/table-transformer
              title: Table Transformer
            - local: model_doc/timesformer
              title: TimeSformer
            - local: model_doc/upernet
              title: UperNet
            - local: model_doc/van
              title: VAN
            - local: model_doc/videomae
              title: VideoMAE
            - local: model_doc/vit
              title: Vision Transformer (ViT)
            - local: model_doc/vit_hybrid
              title: ViT Hybrid
            - local: model_doc/vit_mae
              title: ViTMAE
            - local: model_doc/vit_msn
              title: ViTMSN
            - local: model_doc/yolos
              title: YOLOS
          title: Vision models
        - isExpanded: false
          sections:
            - local: model_doc/audio-spectrogram-transformer
              title: Audio Spectrogram Transformer
            - local: model_doc/clap
              title: CLAP
            - local: model_doc/hubert
              title: Hubert
            - local: model_doc/mctct
              title: MCTCT
            - local: model_doc/sew
              title: SEW
            - local: model_doc/sew-d
              title: SEW-D
            - local: model_doc/speech_to_text
              title: Speech2Text
            - local: model_doc/speech_to_text_2
              title: Speech2Text2
            - local: model_doc/speecht5
              title: SpeechT5
            - local: model_doc/unispeech
              title: UniSpeech
            - local: model_doc/unispeech-sat
              title: UniSpeech-SAT
            - local: model_doc/wav2vec2
              title: Wav2Vec2
            - local: model_doc/wav2vec2-conformer
              title: Wav2Vec2-Conformer
            - local: model_doc/wav2vec2_phoneme
              title: Wav2Vec2Phoneme
            - local: model_doc/wavlm
              title: WavLM
            - local: model_doc/whisper
              title: Whisper
            - local: model_doc/xls_r
              title: XLS-R
            - local: model_doc/xlsr_wav2vec2
              title: XLSR-Wav2Vec2
          title: Audio models
        - isExpanded: false
          sections:
            - local: model_doc/align
              title: ALIGN
            - local: model_doc/altclip
              title: AltCLIP
            - local: model_doc/blip
              title: BLIP
            - local: model_doc/blip-2
              title: BLIP-2
            - local: model_doc/bridgetower
              title: BridgeTower
            - local: model_doc/chinese_clip
              title: Chinese-CLIP
            - local: model_doc/clip
              title: CLIP
            - local: model_doc/clipseg
              title: CLIPSeg
            - local: model_doc/data2vec
              title: Data2Vec
            - local: model_doc/deplot
              title: DePlot
            - local: model_doc/donut
              title: Donut
            - local: model_doc/flava
              title: FLAVA
            - local: model_doc/git
              title: GIT
            - local: model_doc/groupvit
              title: GroupViT
            - local: model_doc/layoutlm
              title: LayoutLM
            - local: model_doc/layoutlmv2
              title: LayoutLMV2
            - local: model_doc/layoutlmv3
              title: LayoutLMV3
            - local: model_doc/layoutxlm
              title: LayoutXLM
            - local: model_doc/lilt
              title: LiLT
            - local: model_doc/lxmert
              title: LXMERT
            - local: model_doc/matcha
              title: MatCha
            - local: model_doc/mgp-str
              title: MGP-STR
            - local: model_doc/oneformer
              title: OneFormer
            - local: model_doc/owlvit
              title: OWL-ViT
            - local: model_doc/perceiver
              title: Perceiver
            - local: model_doc/pix2struct
              title: Pix2Struct
            - local: model_doc/sam
              title: Segment Anything
            - local: model_doc/speech-encoder-decoder
              title: Speech Encoder Decoder Models
            - local: model_doc/tapas
              title: TAPAS
            - local: model_doc/trocr
              title: TrOCR
            - local: model_doc/tvlt
              title: TVLT
            - local: model_doc/vilt
              title: ViLT
            - local: model_doc/vision-encoder-decoder
              title: Vision Encoder Decoder Models
            - local: model_doc/vision-text-dual-encoder
              title: Vision Text Dual Encoder
            - local: model_doc/visual_bert
              title: VisualBERT
            - local: model_doc/xclip
              title: X-CLIP
          title: Multimodal models
        - isExpanded: false
          sections:
            - local: model_doc/decision_transformer
              title: Decision Transformer
            - local: model_doc/trajectory_transformer
              title: Trajectory Transformer
          title: Reinforcement learning models
        - isExpanded: false
          sections:
            - local: model_doc/informer
              title: Informer
            - local: model_doc/time_series_transformer
              title: Time Series Transformer
          title: Time series models
        - isExpanded: false
          sections:
            - local: model_doc/graphormer
              title: Graphormer
          title: Graph models
      title: Models
    - sections:
        - local: internal/modeling_utils
          title: Custom Layers and Utilities
        - local: internal/pipelines_utils
          title: Utilities for pipelines
        - local: internal/tokenization_utils
          title: Utilities for Tokenizers
        - local: internal/trainer_utils
          title: Utilities for Trainer
        - local: internal/generation_utils
          title: Utilities for Generation
        - local: internal/image_processing_utils
          title: Utilities for Image Processors
        - local: internal/audio_utils
          title: Utilities for Audio processing
        - local: internal/file_utils
          title: General Utilities
        - local: internal/time_series_utils
          title: Utilities for Time Series
      title: Internal Helpers
  title: API