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README.md

Projekt na przedmiot Uczenie głębokie w przetwarzaniu tekstu

Skład grupy:

  • Michał Kozłowski 444415
  • Szymon Jadczak 444386

Modele:

  • RobertaForSequenceClassification
  • GPT2ForSequenceClassification
  • T5
  • FLAN-T5

Accuracy test split

  • RobertaForSequenceClassification -> 0.9392201834862385
  • GPT2ForSequenceClassification -> 0.9174311926605505
  • T5 -> 0.9129464285714286
  • FLAN-T5 -> 0.903114186851211

Trenowanie

  • Google Colab

Link do modeli na google drive

https://drive.google.com/drive/folders/1GWNah7-LZI7jrFzUpL9Le1E7b73RutbU?usp=sharing

Linki do poszczególnych modeli na huggingface oraz wykresów na tensorboard znajdują się w notatnikach

Dataset: