jerteh_-_gpt2-orao-8bits

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gpt2-orao - bnb 8bits

• Model creator: https://huggingface.co/jerteh/
• Original model: https://huggingface.co/jerteh/gpt2-orao/

Original model description:

datasets:

• jerteh/cc100-sr-jerteh
• jerteh/SrpWiki
• jerteh/SrpELTeC
• srwac
• procesaur/STARS language:
• sr tags:
• Srpski
• Serbian
• GPT2
• generisanje license: cc-by-sa-4.0 pipeline_tag: text-generation widget:
• text: Kada bi čovek znao gde će pasti,
• text: Jednom davno,
• text: Srbija je
• text: Najbolji lek za stres je

---

<h4><!--<i class="highlight-container"><b class="highlight">sr-gpt2-large</b></i> je sada -->

<i class="highlight-container"><b class="highlight">gpt2-orao</b></i> — Najveći generativni model za srpski jezik.</h4>

<img src="cover.png" class="cover"> <div id="zastava"> <div class="grb"> <img src="https://www.ai.gov.rs/img/logo_60x120-2.png" style="position:relative; left:30px; z-index:10; height:85px"> </div> <table width=100% style="border:0px"> <tr style="background-color:#C6363C;width:100%;border:0px;height:30px"><td style="width:100vw"></td></tr> <tr style="background-color:#0C4076;width:100%;border:0px;height:30px"><td></td></tr> <tr style="background-color:#ffffff;width:100%;border:0px;height:30px"><td></td></tr> </table> </div> <ul style="font-weight:bold"> <li>Generiše novi tekst, ili nastavlja započeti tekstualni unos</li> <li>Zasnovan na GPT2-large arhitekturi, 810 miliona parametara</li> <li>Obučavan na korpusu srpskog jezika veličine 4 milijarde tokena</li> <li>Jednaka podrška unosa i na ćirilici i na latinici!</li> </ul>

Upotreba

>>> from transformers import pipeline, set_seed
>>> generator = pipeline('text-generation', model='jerteh/gpt2-orao')
>>> set_seed(23)
>>> generator("", max_length=30, num_return_sequences=5)

[{'generated_text': 'Ja, međutim, ne idem na Adu - kaže Miodrag.'},
{'generated_text': 'Domaćinstvo se nalazilo na mestu zvanom Kulina (ranije Kulina Vakuf) i bilo je jedno od najvećih i naj'},
{'generated_text': 'Regionalne razlike se uglavnom odnose na geografski položaj, geografsko-geografski položaj i ekonomsku razvijenost.'},
{'generated_text': 'Od tada do danas Srbija ne stoji na nogama'},
{'generated_text': 'Iz tog razloga, na ovaj način se postiže bolja efikasnost rada, odnosno smanjuje se vreme potrebno za sprovođenje simulacije.'}]

Pored navedenih, model je obučavan i na ostalim korpusima Društva za jezičke resurse i tehnologije, uključujući korpuse savremenog srpskog jezika: SrpKor2013 i SrpKor2021, kao i korpus PDRS 1.0 razvijen od strane Instituta za Srpski jezik SANU.

<h4>U slučaju potrebe za manjim modelom, pogledajte <a href="https://huggingface.co/jerteh/gpt2-vrabac" class="highlight-container"> <b class="highlight">gpt2-vrabac</b></a> — manji model obučen na istom korpusu.</h4> <div class="inline-flex flex-col" style="line-height: 1.5;padding-right:40px"> <div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">Autor</div> <a href="https://huggingface.co/procesaur"> <div class="flex"> <div style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url(&#39;https://cdn-uploads.huggingface.co/production/uploads/1673534533167-63bc254fb8c61b8aa496a39b.jpeg?w=200&h=200&f=face&#39;)"> </div> </div> </a> <div style="text-align: center; font-size: 16px; font-weight: 800">Mihailo Škorić</div> <div> <a href="https://huggingface.co/procesaur"> <div style="text-align: center; font-size: 14px;">@procesaur</div> </a> </div> </div> </div> <div class="inline-flex flex-col" style="line-height: 1.5;padding-right:40px"> <div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">Computation</div> <a href="https://www.ai.gov.rs/"> <div class="flex"> <div style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; background-size: contain; background-image: url(https://www.ai.gov.rs/img/logo_60x120-2.png);background-repeat: no-repeat; background-position: center;"> </div> </div> </a> <div style="text-align: center; font-size: 16px; font-weight: 800" title="nVidia DGX-zasnovan sistem">Nacionalna AI platforma</div> <div> <a href="https://www.ai.gov.rs/"> <div style="text-align: center; font-size: 14px;">ai.gov.rs</div> </a> </div> </div> </div> <div class="inline-flex flex-col" style="line-height: 1.5;padding-right:40px"> <div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">Data</div> <a href="https://jerteh.rs/"> <div class="flex"> <div style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; background-size: contain; background-image: url(https://cdn-avatars.huggingface.co/v1/production/uploads/1673601491672-63bc254fb8c61b8aa496a39b.png?w=200&h=200&f=face);background-repeat: no-repeat; background-position: center;"> </div> </div> </a> <div style="text-align: center; font-size: 16px; font-weight: 800" title="Društvo za jezičke resurse i tehnologije">JeRTeh</div> <div> <a href="https://huggingface.co/jerteh"> <div style="text-align: center; font-size: 14px;">@jerteh</div> </a> </div> </div> </div>

Citiranje

@article{skoric24modeli,
  author    = {Mihailo \vSkori\'c},
  title     = {Novi jezi\vcki modeli za srpski jezik},
  journal   = {Infoteka},
  volume    = {24},
  issue     = {1},
  year      = {2024},
  publisher = {Zajednica biblioteka univerziteta u Srbiji, Beograd},
  url       = {https://arxiv.org/abs/2402.14379}
}

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