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mt{constructor(t){super(),ht(this,t,Dt,Vt,ot,{source:0})}}function Ht(f){let t,e,i,a,m,s,h,g='<a href="https://pytorch.org/" rel="nofollow">PyTorch</a>, <a href="https://www.tensorflow.org/" rel="nofollow">TensorFlow</a> ve <a href="https://jax.readthedocs.io/en/latest/" rel="nofollow">JAX</a> için son teknoloji makine öğrenimi.',c,d,r="🤗 Transformers, güncel önceden eğitilmiş (pretrained) modelleri indirmenizi ve eğitmenizi kolaylaştıran API’ler ve araçlar sunar. Önceden eğitilmiş modeller kullanarak, hesaplama maliyetlerinizi ve karbon ayak izinizi azaltabilir, ve sıfırdan bir modeli eğitmek için gereken zaman ve kaynaklardan tasarruf edebilirsiniz. Bu modeller farklı modalitelerde ortak görevleri destekler. Örneğin:",E,k,y=`📝 <strong>Doğal Dil İşleme</strong>: metin sınıflandırma, adlandırılmış varlık tanıma, soru cevaplama, dil modelleme, özetleme, çeviri, çoktan seçmeli ve metin oluşturma.<br/>
🖼️ <strong>Bilgisayarlı Görü</strong>: görüntü sınıflandırma, nesne tespiti ve bölümleme (segmentation).<br/>
🗣️ <strong>Ses</strong>: otomatik konuşma tanıma ve ses sınıflandırma.<br/>
🐙 <strong>Çoklu Model</strong>: tablo soru cevaplama, optik karakter tanıma, taranmış belgelerden bilgi çıkarma, video sınıflandırma ve görsel soru cevaplama.`,K,N,ft="🤗 Transformers, PyTorch, TensorFlow ve JAX arasında çerçeve (framework) uyumluluğu sağlar. Bu, bir modelin yaşam döngüsünün her aşamasında farklı bir çerçeve kullanma esnekliği sunar; bir çerçevede üç satır kodla bir modeli eğitebilir ve başka bir çerçevede tahminleme için kullanabilirsiniz. Modeller ayrıca üretim ortamlarında kullanılmak üzere ONNX ve TorchScript gibi bir formata aktarılabilir.",Y,C,st='Büyüyen topluluğa <a href="https://huggingface.co/models" rel="nofollow">Hub</a>, <a href="https://discuss.huggingface.co/" rel="nofollow">Forum</a> veya <a href="https://discord.com/invite/JfAtkvEtRb" rel="nofollow">Discord</a> üzerinden katılabilirsiniz!',Q,z,Z,B,_t='<img alt="HuggingFace Uzman Hızlandırma Programı" src="https://cdn-media.huggingface.co/marketing/transformers/new-support-improved.png" style="width: 100%; max-width: 600px; border: 1px solid #eee; border-radius: 4px; box-shadow: 0 1px 2px 0 rgba(0, 0, 0, 0.05);"/>',tt,V,et,D,ut="Dokümantasyon, beş bölüme ayrılmıştır:",dt,I,pt="<li><p><strong>BAŞLARKEN</strong>, kütüphanenin hızlı bir turunu ve çalışmaya başlamak için kurulum talimatlarını sağlar.</p></li> <li><p><strong>ÖĞRETİCİLER</strong>, başlangıç yapmak için harika bir yerdir. Bu bölüm, kütüphane kullanmaya başlamak için ihtiyacınız olan temel becerileri kazanmanıza yardımcı olacaktır.</p></li> <li><p><strong>NASIL YAPILIR KILAVUZLARI</strong>, önceden eğitilmiş bir modele dil modellemesi için ince ayar (fine-tuning) yapmak veya özel bir model yazmak, ve paylaşmak gibi belirli bir hedefe nasıl ulaşılacağını gösterir.</p></li> <li><p><strong>KAVRAMSAL REHBERLER</strong>, modellerin, görevlerin ve 🤗 Transformers tasarım felsefesinin temel kavramları ve fikirleri hakkında daha fazla tartışma ve açıklama sunar.</p></li> <li><p><strong>API</strong> tüm sınıfları (class) ve fonksiyonları (functions) açıklar:</p> <ul><li><strong>ANA SINIFLAR</strong>, yapılandırma, model, tokenizer ve pipeline gibi en önemli sınıfları (classes) ayrıntılandırır.</li> <li><strong>MODELLER</strong>, kütüphanede kullanılan her modelle ilgili sınıfları ve fonksiyonları detaylı olarak inceler.</li> <li><strong>DAHİLİ YARDIMCILAR</strong>, kullanılan yardımcı sınıfları ve fonksiyonları detaylı olarak inceler.</li></ul></li>",nt,H,rt,F,vt="Aşağıdaki tablo, her bir model için kütüphanede yer alan mevcut desteği temsil etmektedir. Her bir model için bir Python tokenizer’ına (“slow” olarak adlandırılır) sahip olup olmadıkları, 🤗 Tokenizers kütüphanesi tarafından desteklenen hızlı bir tokenizer’a sahip olup olmadıkları, Jax (Flax aracılığıyla), PyTorch ve/veya TensorFlow’da destek olup olmadıklarını göstermektedir.",at,G,bt='<thead><tr><th align="center">Model</th> <th align="center">PyTorch support</th> <th align="center">TensorFlow support</th> <th align="center">Flax Support</th></tr></thead> <tbody><tr><td align="center"><a href="model_doc/albert">ALBERT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/align">ALIGN</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/altclip">AltCLIP</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/audio-spectrogram-transformer">Audio Spectrogram Transformer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/autoformer">Autoformer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/bark">Bark</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/bart">BART</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/barthez">BARThez</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/bartpho">BARTpho</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/beit">BEiT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/bert">BERT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/bert-generation">Bert Generation</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/bert-japanese">BertJapanese</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/bertweet">BERTweet</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/big_bird">BigBird</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/bigbird_pegasus">BigBird-Pegasus</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/biogpt">BioGpt</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/bit">BiT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/blenderbot">Blenderbot</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/blenderbot-small">BlenderbotSmall</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/blip">BLIP</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/blip-2">BLIP-2</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/bloom">BLOOM</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/bort">BORT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/bridgetower">BridgeTower</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/bros">BROS</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/byt5">ByT5</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/camembert">CamemBERT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/canine">CANINE</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/chinese_clip">Chinese-CLIP</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/clap">CLAP</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/clip">CLIP</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/clipseg">CLIPSeg</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/codegen">CodeGen</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/code_llama">CodeLlama</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/conditional_detr">Conditional DETR</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/convbert">ConvBERT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/convnext">ConvNeXT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/convnextv2">ConvNeXTV2</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/cpm">CPM</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/cpmant">CPM-Ant</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/ctrl">CTRL</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/cvt">CvT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/data2vec">Data2VecAudio</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/data2vec">Data2VecText</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/data2vec">Data2VecVision</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/deberta">DeBERTa</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/deberta-v2">DeBERTa-v2</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/decision_transformer">Decision Transformer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/deformable_detr">Deformable DETR</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/deit">DeiT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/deplot">DePlot</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/deta">DETA</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/detr">DETR</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/dialogpt">DialoGPT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/dinat">DiNAT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/dinov2">DINOv2</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/distilbert">DistilBERT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/dit">DiT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/donut">DonutSwin</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/dpr">DPR</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/dpt">DPT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/efficientformer">EfficientFormer</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/efficientnet">EfficientNet</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/electra">ELECTRA</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/encodec">EnCodec</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/encoder-decoder">Encoder decoder</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/ernie">ERNIE</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/ernie_m">ErnieM</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/esm">ESM</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/fsmt">FairSeq Machine-Translation</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/falcon">Falcon</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/flan-t5">FLAN-T5</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/flan-ul2">FLAN-UL2</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/flaubert">FlauBERT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/flava">FLAVA</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/fnet">FNet</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/focalnet">FocalNet</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/funnel">Funnel Transformer</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/fuyu">Fuyu</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/git">GIT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/glpn">GLPN</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/gpt_neo">GPT Neo</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/gpt_neox">GPT NeoX</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/gpt_neox_japanese">GPT NeoX Japanese</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/gptj">GPT-J</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/gpt-sw3">GPT-Sw3</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/gpt_bigcode">GPTBigCode</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/gptsan-japanese">GPTSAN-japanese</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/graphormer">Graphormer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/groupvit">GroupViT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/herbert">HerBERT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/hubert">Hubert</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/ibert">I-BERT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/idefics">IDEFICS</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/imagegpt">ImageGPT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/informer">Informer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/instructblip">InstructBLIP</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/jukebox">Jukebox</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/layoutlm">LayoutLM</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/layoutlmv2">LayoutLMv2</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/layoutlmv3">LayoutLMv3</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/layoutxlm">LayoutXLM</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/led">LED</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/levit">LeViT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/lilt">LiLT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/llama">LLaMA</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/llama2">Llama2</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/longformer">Longformer</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/longt5">LongT5</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/luke">LUKE</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/lxmert">LXMERT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mctct">M-CTC-T</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/m2m_100">M2M100</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/marian">Marian</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/markuplm">MarkupLM</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mask2former">Mask2Former</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/maskformer">MaskFormer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/matcha">MatCha</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mbart">mBART</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/mbart50">mBART-50</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/mega">MEGA</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/megatron-bert">Megatron-BERT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/megatron_gpt2">Megatron-GPT2</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/mgp-str">MGP-STR</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mistral">Mistral</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mluke">mLUKE</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mms">MMS</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/mobilebert">MobileBERT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mobilenet_v1">MobileNetV1</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mobilenet_v2">MobileNetV2</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mobilevit">MobileViT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mobilevitv2">MobileViTV2</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mpnet">MPNet</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mpt">MPT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mra">MRA</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mt5">MT5</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/musicgen">MusicGen</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/mvp">MVP</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/nat">NAT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/nezha">Nezha</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/nllb">NLLB</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/nllb-moe">NLLB-MOE</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/nougat">Nougat</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/nystromformer">Nyströmformer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/oneformer">OneFormer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/openai-gpt">OpenAI GPT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/gpt2">OpenAI GPT-2</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/open-llama">OpenLlama</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/opt">OPT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/owlvit">OWL-ViT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/owlv2">OWLv2</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/pegasus">Pegasus</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/pegasus_x">PEGASUS-X</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/perceiver">Perceiver</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/persimmon">Persimmon</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/phobert">PhoBERT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/pix2struct">Pix2Struct</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/plbart">PLBart</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/poolformer">PoolFormer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/pop2piano">Pop2Piano</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/prophetnet">ProphetNet</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/pvt">PVT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/qdqbert">QDQBert</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/rag">RAG</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/realm">REALM</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/reformer">Reformer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/regnet">RegNet</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/rembert">RemBERT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/resnet">ResNet</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/retribert">RetriBERT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/roberta">RoBERTa</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/roberta-prelayernorm">RoBERTa-PreLayerNorm</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/roc_bert">RoCBert</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/roformer">RoFormer</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/rwkv">RWKV</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/sam">SAM</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/seamless_m4t">SeamlessM4T</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/segformer">SegFormer</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/sew">SEW</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/sew-d">SEW-D</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/speech-encoder-decoder">Speech Encoder decoder</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/speech_to_text">Speech2Text</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/speecht5">SpeechT5</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/splinter">Splinter</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/squeezebert">SqueezeBERT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/swiftformer">SwiftFormer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/swin">Swin Transformer</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/swinv2">Swin Transformer V2</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/swin2sr">Swin2SR</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/switch_transformers">SwitchTransformers</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/t5">T5</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/t5v1.1">T5v1.1</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/table-transformer">Table Transformer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/tapas">TAPAS</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/tapex">TAPEX</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/time_series_transformer">Time Series Transformer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/timesformer">TimeSformer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/trajectory_transformer">Trajectory Transformer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/transfo-xl">Transformer-XL</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/trocr">TrOCR</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/tvlt">TVLT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/ul2">UL2</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/umt5">UMT5</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/unispeech">UniSpeech</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/unispeech-sat">UniSpeechSat</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/upernet">UPerNet</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/van">VAN</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/videomae">VideoMAE</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/vilt">ViLT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/vision-encoder-decoder">Vision Encoder decoder</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/vision-text-dual-encoder">VisionTextDualEncoder</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/visual_bert">VisualBERT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/vit">ViT</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/vit_hybrid">ViT Hybrid</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/vitdet">VitDet</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/vit_mae">ViTMAE</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/vitmatte">ViTMatte</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/vit_msn">ViTMSN</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/vits">VITS</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/vivit">ViViT</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/wav2vec2">Wav2Vec2</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/wav2vec2-conformer">Wav2Vec2-Conformer</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/wav2vec2_phoneme">Wav2Vec2Phoneme</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/wavlm">WavLM</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/whisper">Whisper</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/xclip">X-CLIP</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/xmod">X-MOD</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/xglm">XGLM</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/xlm">XLM</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/xlm-prophetnet">XLM-ProphetNet</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/xlm-roberta">XLM-RoBERTa</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/xlm-roberta-xl">XLM-RoBERTa-XL</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/xlm-v">XLM-V</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/xlnet">XLNet</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/xls_r">XLS-R</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/xlsr_wav2vec2">XLSR-Wav2Vec2</a></td> <td align="center">✅</td> <td align="center">✅</td> <td align="center">✅</td></tr> <tr><td align="center"><a href="model_doc/yolos">YOLOS</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr> <tr><td align="center"><a href="model_doc/yoso">YOSO</a></td> <td align="center">✅</td> <td align="center">❌</td> <td align="center">❌</td></tr></tbody>',lt,X,it,J,ct;return m=new gt({props:{title:"🤗 Transformers",local:"-transformers",headingTag:"h1"}}),z=new gt({props:{title:"Hugging Face ekibinden özel destek arıyorsanız",local:"hugging-face-ekibinden-özel-destek-arıyorsanız",headingTag:"h2"}}),V=new gt({props:{title:"İçindekiler",local:"içindekiler",headingTag:"h2"}}),H=new gt({props:{title:"Desteklenen Modeller ve Çerçeveler",local:"desteklenen-modeller-ve-çerçeveler",headingTag:"h2"}}),X=new 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