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		<link rel="modulepreload" href="/docs/transformers/main/te/_app/immutable/chunks/EditOnGithub.45600e3a.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;మీరు హగ్గింగ్ ఫేస్ టీమ్ నుండి అనుకూల మద్దతు కోసం చూస్తున్నట్లయితే&quot;,&quot;local&quot;:&quot;మర-హగగగ-ఫస-టమ-నడ-అనకల-మదదత-కస-చసతననటలయత&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}"><!-- HEAD_svelte-u9bgzb_END -->      <p></p>  <p data-svelte-h="svelte-16heg9n"><a href="https://pytorch.org/" rel="nofollow">పైటోర్చ్</a>, <a href="https://www.tensorflow.org/" rel="nofollow">టెన్సర్‌ఫ్లో</a>, మరియు <a href="https://jax.readthedocs.io/en/latest/" rel="nofollow">జాక్స్</a> కోసం స్థితి-కలాన యంత్ర అభ్యాసం.</p> <p data-svelte-h="svelte-16n19r2">🤗 ట్రాన్స్ఫార్మర్స్ అభివృద్ధిస్తున్నది API మరియు ఉపకరణాలు, పూర్వ-చేతన మోడల్లను సులభంగా డౌన్లోడ్ మరియు శిక్షణ చేయడానికి అవసరమైన సమయం, వనరులు, మరియు వస్తువులను నుంచి మోడల్ను శీర్షికం నుంచి ప్రశిక్షించడం వరకు దేవాయనం చేస్తుంది. ఈ మోడల్లు విభిన్న మోడాలిటీలలో సాధారణ పనులకు మద్దతు చేస్తాయి, వంటివి:</p> <p data-svelte-h="svelte-cl8on0">📝 <strong>ప్రాకృతిక భాష ప్రక్రియ</strong>: వచన వర్గీకరణ, పేరుల యొక్క యెంటిటీ గుర్తువు, ప్రశ్న సంవాద, భాషా రచన, సంక్షేపణ, అనువాదం, అనేక ప్రకారాలు, మరియు వచన సృష్టి.<br>
🖼️ <strong>కంప్యూటర్ విషయం</strong>: చిత్రం వర్గీకరణ, వస్త్రం గుర్తువు, మరియు విభజన.<br>
🗣️ <strong>ఆడియో</strong>: స్వయంచలన ప్రసంగాన్ని గుర్తుచేసేందుకు, ఆడియో వర్గీకరణ.<br>
🐙 <strong>బహుమూలిక</strong>: పట్టి ప్రశ్న సంవాద, ఆప్టికల్ సిఫర్ గుర్తువు, డాక్యుమెంట్లు స్క్యాన్ చేసినంతగా సమాచార పొందడం, వీడియో వర్గీకరణ, మరియు దృశ్య ప్రశ్న సంవాద.</p> <p data-svelte-h="svelte-bbekeg">🤗 ట్రాన్స్ఫార్మర్స్ పైన మద్దతు చేస్తుంది పైన తొలగించడానికి పైన పైన పైన ప్రోగ్రామ్లో మోడల్ను శిక్షించండి, మరియు అన్ని ప్రాథమిక యొక్కడా ఇన్‌ఫరెన్స్ కోసం లోడ్ చేయండి. మో</p> <p data-svelte-h="svelte-m6t81g">డల్లు కూడా ప్రొడక్షన్ వాతావరణాలలో వాడుకోవడానికి ONNX మరియు TorchScript వంటి ఆకృతులకు ఎగుమతి చేయవచ్చు.</p> <p data-svelte-h="svelte-1804zql">ఈరువులకు <a href="https://huggingface.co/models" rel="nofollow">హబ్</a>, <a href="https://discuss.huggingface.co/" rel="nofollow">ఫోరం</a>, లేదా <a href="https://discord.com/invite/JfAtkvEtRb" rel="nofollow">డిస్కార్డ్</a> లో ఈ పెద్ద సముదాయంలో చేరండి!</p>  <h2 class="relative group"><a id="మర-హగగగ-ఫస-టమ-నడ-అనకల-మదదత-కస-చసతననటలయత" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#మర-హగగగ-ఫస-టమ-నడ-అనకల-మదదత-కస-చసతననటలయత"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>మీరు హగ్గింగ్ ఫేస్ టీమ్ నుండి అనుకూల మద్దతు కోసం చూస్తున్నట్లయితే</span></h2> <a target="_blank" href="https://huggingface.co/support" data-svelte-h="svelte-16714py"><img alt="HuggingFace Expert Acceleration Program" 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);"></a>  <h2 class="relative group"><a id="వషయల" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#వషయల"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>విషయాలు</span></h2> <p data-svelte-h="svelte-ls8kh2">డాక్యుమెంటేషన్ ఐదు విభాగాలుగా నిర్వహించబడింది:</p> <ul data-svelte-h="svelte-1vu2j7t"><li><p><strong>ప్రారంభించండి</strong> లైబ్రరీ యొక్క శీఘ్ర పర్యటన మరియు రన్నింగ్ కోసం ఇన్‌స్టాలేషన్ సూచనలను అందిస్తుంది.</p></li> <li><p><strong>ట్యుటోరియల్స్</strong> మీరు అనుభవశూన్యుడు అయితే ప్రారంభించడానికి గొప్ప ప్రదేశం. మీరు లైబ్రరీని ఉపయోగించడం ప్రారంభించడానికి అవసరమైన ప్రాథమిక నైపుణ్యాలను పొందడానికి ఈ విభాగం మీకు సహాయం చేస్తుంది.</p></li> <li><p><strong>హౌ-టు-గైడ్‌లు</strong> లాంగ్వేజ్ మోడలింగ్ కోసం ప్రిట్రైన్డ్ మోడల్‌ని ఫైన్‌ట్యూన్ చేయడం లేదా కస్టమ్ మోడల్‌ను ఎలా వ్రాయాలి మరియు షేర్ చేయాలి వంటి నిర్దిష్ట లక్ష్యాన్ని ఎలా సాధించాలో మీకు చూపుతాయి.</p></li> <li><p><strong>కాన్సెప్చువల్ గైడ్స్</strong> మోడల్‌లు, టాస్క్‌లు మరియు 🤗 ట్రాన్స్‌ఫార్మర్ల డిజైన్ ఫిలాసఫీ వెనుక ఉన్న అంతర్లీన భావనలు మరియు ఆలోచనల గురించి మరింత చర్చ మరియు వివరణను అందిస్తుంది.</p></li> <li><p><strong>API</strong> అన్ని తరగతులు మరియు విధులను వివరిస్తుంది:</p> <ul><li><strong>ప్రధాన తరగతులు</strong> కాన్ఫిగరేషన్, మోడల్, టోకెనైజర్ మరియు పైప్‌లైన్ వంటి అత్యంత ముఖ్యమైన తరగతులను వివరిస్తుంది.</li> <li><strong>మోడల్స్</strong> లైబ్రరీలో అమలు చేయబడిన ప్రతి మోడల్‌కు సంబంధించిన తరగతులు మరియు విధులను వివరిస్తుంది.</li> <li><strong>అంతర్గత సహాయకులు</strong> అంతర్గతంగా ఉపయోగించే యుటిలిటీ క్లాస్‌లు మరియు ఫంక్షన్‌ల వివరాలు.</li></ul></li></ul>  <h2 class="relative group"><a id="మదదత-ఉనన-నమనల-మరయ-ఫరమవరకల" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#మదదత-ఉనన-నమనల-మరయ-ఫరమవరకల"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>మద్దతు ఉన్న నమూనాలు మరియు ఫ్రేమ్‌వర్క్‌లు</span></h2> <p data-svelte-h="svelte-1kzaokk">దిగువన ఉన్న పట్టిక ఆ ప్రతి మోడల్‌కు పైథాన్ కలిగి ఉన్నా లైబ్రరీలో ప్రస్తుత మద్దతును సూచిస్తుంది
టోకెనైజర్ (“నెమ్మదిగా” అని పిలుస్తారు). Jax (ద్వారా
ఫ్లాక్స్), పైటార్చ్ మరియు/లేదా టెన్సర్‌ఫ్లో.</p>  <table data-svelte-h="svelte-730828"><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/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/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/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></table>  <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/transformers/blob/main/docs/source/te/index.md" target="_blank"><span data-svelte-h="svelte-1kd6by1">&lt;</span> <span data-svelte-h="svelte-x0xyl0">&gt;</span> <span data-svelte-h="svelte-1dajgef"><span class="underline ml-1.5">Update</span> on GitHub</span></a>  <p></p> 
			
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