ืื ื’ืœื™ืชืฆืจืคืชื™ืชืกืคืจื“ื™

ืกืžืœ OnWorks

ื”ื•ืจื“ืช ืขืจื›ื•ืช ื ืชื•ื ื™ื ืขื‘ื•ืจ ืœื™ื ื•ืงืก

ื”ื•ืจื“ื” ื—ื™ื ื ืฉืœ ืืคืœื™ืงืฆื™ื™ืช Datasets Linux ืœื”ืคืขืœื” ืžืงื•ื•ื ืช ื‘ืื•ื‘ื•ื ื˜ื• ืžืงื•ื•ื ืช, ืคื“ื•ืจื” ืžืงื•ื•ื ืช ืื• ื“ื‘ื™ืืŸ ื‘ืื™ื ื˜ืจื ื˜

ื–ื•ื”ื™ ืืคืœื™ืงืฆื™ื™ืช ืœื™ื ื•ืงืก ื‘ืฉื Datasets ืฉื ื™ืชืŸ ืœื”ื•ืจื™ื“ ืืช ื”ืžื”ื“ื•ืจื” ื”ืื—ืจื•ื ื” ืฉืœื” ื‘ืชื•ืจ 2.14.6sourcecode.zip. ื ื™ืชืŸ ืœื”ืคืขื™ืœ ืื•ืชื• ื‘ืื•ืคืŸ ืžืงื•ื•ืŸ ื‘ืกืคืง ื”ืื™ืจื•ื— ื”ื—ื™ื ืžื™ OnWorks ืขื‘ื•ืจ ืชื—ื ื•ืช ืขื‘ื•ื“ื”.

ื”ื•ืจื“ ื•ื”ืคืขืœ ื‘ืื™ื ื˜ืจื ื˜ ืืช ื”ืืคืœื™ืงืฆื™ื” ื”ื–ื• ื‘ืฉื Datasets ืขื OnWorks ื‘ื—ื™ื ื.

ื‘ืฆืข ืืช ื”ื”ื•ืจืื•ืช ื”ื‘ืื•ืช ื›ื“ื™ ืœื”ืคืขื™ืœ ืืช ื”ืืคืœื™ืงืฆื™ื” ื”ื–ื•:

- 1. ื”ื•ืจื“ ืืช ื”ื™ื™ืฉื•ื ื”ื–ื” ืœืžื—ืฉื‘ ืฉืœืš.

- 2. ื”ื–ืŸ ื‘ืžื ื”ืœ ื”ืงื‘ืฆื™ื ืฉืœื ื• https://www.onworks.net/myfiles.php?username=XXXXX ืขื ืฉื ื”ืžืฉืชืžืฉ ืฉืืชื” ืจื•ืฆื”.

- 3. ื”ืขืœื” ืืช ื”ื™ื™ืฉื•ื ื”ื–ื” ื‘ืžื ื”ืœ ืงื‘ืฆื™ื ื›ื–ื”.

- 4. ื”ืคืขืœ ืืช ื”ืืžื•ืœื˜ื•ืจ ื”ืžืงื•ื•ืŸ ืฉืœ OnWorks Linux ืื• Windows ืžืงื•ื•ืŸ ืื• ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ MACOS ืžืืชืจ ื–ื”.

- 5. ืžืžืขืจื›ืช ื”ื”ืคืขืœื” OnWorks Linux ืฉื–ื” ืขืชื” ื”ืชื—ืœืช, ืขื‘ื•ืจ ืืœ ืžื ื”ืœ ื”ืงื‘ืฆื™ื ืฉืœื ื• https://www.onworks.net/myfiles.php?username=XXXXX ืขื ืฉื ื”ืžืฉืชืžืฉ ื”ืจืฆื•ื™.

- 6. ื”ื•ืจื“ ืืช ื”ืืคืœื™ืงืฆื™ื”, ื”ืชืงืŸ ืื•ืชื” ื•ื”ืคืขืœ ืื•ืชื”.

ื‘ืฆื™ืœื•ืžื™ ืžืกืš

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ืžืขืจื›ื™ ื ืชื•ื ื™ื


ืชื™ืื•ืจ

ืขืจื›ื•ืช ื ืชื•ื ื™ื ื”ื™ื ืกืคืจื™ื™ื” ืœื’ื™ืฉื” ืงืœื” ื•ืฉื™ืชื•ืฃ ืžืขืจื›ื™ ื ืชื•ื ื™ื ื•ืžื“ื“ื™ ื”ืขืจื›ื” ืขื‘ื•ืจ ืขื™ื‘ื•ื“ ืฉืคื” ื˜ื‘ืขื™ืช (NLP), ืจืื™ื™ื” ืžืžื•ื—ืฉื‘ืช ื•ืžืฉื™ืžื•ืช ืฉืžืข. ื˜ืขืŸ ืžืขืจืš ื ืชื•ื ื™ื ื‘ืฉื•ืจืช ืงื•ื“ ืื—ืช, ื•ื”ืฉืชืžืฉ ื‘ืฉื™ื˜ื•ืช ืขื™ื‘ื•ื“ ื”ื ืชื•ื ื™ื ื”ื—ื–ืงื•ืช ืฉืœื ื• ื›ื“ื™ ืœื”ื›ื™ืŸ ื‘ืžื”ื™ืจื•ืช ืืช ืžืขืจืš ื”ื ืชื•ื ื™ื ืฉืœืš ืœื”ื“ืจื›ื” ื‘ืžื•ื“ืœ ืœืžื™ื“ื” ืขืžื•ืงื”. ืžื’ื•ื‘ื” ื‘ืคื•ืจืžื˜ Apache Arrow, ืขื‘ื“ ืžืขืจื›ื™ ื ืชื•ื ื™ื ื’ื“ื•ืœื™ื ืขื ืงืจื™ืื•ืช ืืคืก ืขื•ืชืงื™ื ืœืœื ื›ืœ ืื™ืœื•ืฆื™ ื–ื™ื›ืจื•ืŸ ืœืžื”ื™ืจื•ืช ื•ื™ืขื™ืœื•ืช ืžื™ื˜ื‘ื™ื™ื. ืื ื• ื›ื•ืœืœื™ื ื’ื ืื™ื ื˜ื’ืจืฆื™ื” ืขืžื•ืงื” ืขื Hugging Face Hub, ื”ืžืืคืฉืจ ืœืš ืœื˜ืขื•ืŸ ื•ืœืฉืชืฃ ื‘ืงืœื•ืช ืžืขืจืš ื ืชื•ื ื™ื ืขื ืงื”ื™ืœืช ื”-NLP ื”ืจื—ื‘ื” ื™ื•ืชืจ. ื™ืฉ ื›ื™ื•ื ื™ื•ืชืจ ืž-2658 ืžืขืจื›ื™ ื ืชื•ื ื™ื, ื•ื™ื•ืชืจ ืž-34 ืžื“ื“ื™ื ื–ืžื™ื ื™ื. ืžืขืจื›ื™ ื ืชื•ื ื™ื ืžืฉื—ืจืจื™ื ืืช ื”ืžืฉืชืžืฉ ื‘ืื•ืคืŸ ื˜ื‘ืขื™ ืžืžื’ื‘ืœืช ื–ื™ื›ืจื•ืŸ RAM, ื›ืœ ืžืขืจื›ื™ ื”ื ืชื•ื ื™ื ืžืžื•ืคื™ื ื‘ื–ื™ื›ืจื•ืŸ ื‘ืืžืฆืขื•ืช ืงืฆื” ืื—ื•ืจื™ ื™ืขื™ืœ ืฉืœ ืขืœื•ืช ืืคืก ื‘ืกื™ื“ืจื” (Apache Arrow). ืื—ืกื•ืŸ ื—ื›ื ื‘ืžื˜ืžื•ืŸ: ืœืขื•ืœื ืืœ ืชื—ื›ื” ืฉื”ื ืชื•ื ื™ื ืฉืœืš ื™ืขื‘ื“ื• ืžืกืคืจ ืคืขืžื™ื.



ืชื›ื•ื ื•ืช

  • ืœืžื“ ืืช ื”ื™ืกื•ื“ื•ืช ื•ื”ื™ื›ืจื•ืช ืขื ื˜ืขื™ื ื”, ื’ื™ืฉื” ื•ืขื™ื‘ื•ื“ ืฉืœ ืžืขืจืš ื ืชื•ื ื™ื
  • ืžื“ืจื™ื›ื™ื ืžืขืฉื™ื™ื ืฉื™ืขื–ืจื• ืœืš ืœื”ืฉื™ื’ ืžื˜ืจื” ืกืคืฆื™ืคื™ืช.
  • ืœืคืชื•ืจ ื‘ืขื™ื•ืช ื‘ืขื•ืœื ื”ืืžื™ืชื™
  • ืชื™ืื•ืจื™ื ื˜ื›ื ื™ื™ื ืฉืœ ืื•ืคืŸ ื”ืคืขื•ืœื” ืฉืœ ืžื—ืœืงื•ืช ื•ืฉื™ื˜ื•ืช ืฉืœ ืขืจื›ื•ืช ื ืชื•ื ื™ื
  • ื”ืกื‘ืจื™ื ื‘ืจืžื” ื’ื‘ื•ื”ื” ืœื‘ื ื™ื™ืช ื”ื‘ื ื” ื˜ื•ื‘ื” ื™ื•ืชืจ ืœื’ื‘ื™ ื ื•ืฉืื™ื ื—ืฉื•ื‘ื™ื ื›ื’ื•ืŸ ืคื•ืจืžื˜ ื”ื ืชื•ื ื™ื ื”ื‘ืกื™ืกื™
  • ืžืฆื ืืช ืžืขืจืš ื”ื ืชื•ื ื™ื ืฉืœืš ื”ื™ื•ื ื‘-Hugging Face Hub


ืฉืคืช ืชื›ื ื•ืช

ืคื™ืชื•ืŸ


ื›ืœ ื”ืงื˜ื’ื•ืจื™ื•ืช

ืœืžื™ื“ืช ืžื›ื•ื ื”, ืกืคืจื™ื•ืช ืจืื™ื™ืช ืžื—ืฉื‘, ืžืกื’ืจื•ืช ืœืžื™ื“ื” ืขืžื•ืงื”, ืขื™ื‘ื•ื“ ืฉืคื” ื˜ื‘ืขื™ืช (NLP)

ื–ื•ื”ื™ ืืคืœื™ืงืฆื™ื” ืฉื ื™ืชืŸ ืœื”ื‘ื™ื ื’ื ืž-https://sourceforge.net/projects/datasets.mirror/. ื–ื” ื”ืชืืจื— ื‘-OnWorks ืขืœ ืžื ืช ืœื”ืคืขื™ืœ ืื•ืชื• ื‘ืื™ื ื˜ืจื ื˜ ื‘ืฆื•ืจื” ื”ืงืœื” ื‘ื™ื•ืชืจ ืžืื—ืช ืžืžืขืจื›ื•ืช ื”ื”ืคืขืœื” ื”ื—ื™ื ืžื™ื•ืช ืฉืœื ื•.


ืฉืจืชื™ื ื•ืชื—ื ื•ืช ืขื‘ื•ื“ื” ื‘ื—ื™ื ื

ื”ื•ืจื“ ืืคืœื™ืงืฆื™ื•ืช Windows & Linux

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ืคืงื•ื“ื•ืช ืœื™ื ื•ืงืก

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