readme: ---
  language: 
  - sv
  datasets:
  - oscar
  tags:
  - summarization
  - translation
  license: apache-2.0
  ---
  [Google's T5](https://ai.googleblog.com/2020/02/exploring-transfer-learning-with-t5.html) 
  Pretraining Dataset: [C4](https://huggingface.co/datasets/oscar)
  Paper: [Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer](https://arxiv.org/pdf/1910.10683.pdf)
  Authors: *Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, Peter J. Liu* 
  ## Abstract
  Transfer learning, where a model is first pre-trained on a data-rich task before being fine-tuned on a downstream task, has emerged as a powerful technique in natural language processing (NLP). The effectiveness of transfer learning has given rise to a diversity of approaches, methodology, and practice. In this paper, we explore the landscape of transfer learning techniques for NLP by introducing a unified framework that converts every language problem into a text-to-text format. Our systematic study compares pre-training objectives, architectures, unlabeled datasets, transfer approaches, and other factors on dozens of language understanding tasks. By combining the insights from our exploration with scale and our new “Colossal Clean Crawled Corpus”, we achieve state-of-the-art results on many benchmarks covering summarization, question answering, text classification, and more. To facilitate future work on transfer learning for NLP, we release our dataset, pre-trained models, and code.
  ![model image](https://camo.githubusercontent.com/623b4dea0b653f2ad3f36c71ebfe749a677ac0a1/68747470733a2f2f6d69726f2e6d656469756d2e636f6d2f6d61782f343030362f312a44304a31674e51663876727255704b657944387750412e706e67)
  
  
  
  ## Model series
  This model is part of a series of models training on TPU with Flax Jax during Huggingface Flax/Jax challenge.
  
  ## Gpt models
  
  ## Swedish Gpt
  https://huggingface.co/birgermoell/swedish-gpt/
  
  ## Swedish gpt wiki
  https://huggingface.co/flax-community/swe-gpt-wiki
  
  # Nordic gpt wiki
  https://huggingface.co/flax-community/nordic-gpt-wiki
  
  ## Dansk gpt wiki
  https://huggingface.co/flax-community/dansk-gpt-wiki
  
  ## Norsk gpt wiki
  https://huggingface.co/flax-community/norsk-gpt-wiki
  
  ## Roberta models
  
  ## Nordic Roberta Wiki
  https://huggingface.co/flax-community/nordic-roberta-wiki
  
  ## Swe Roberta Wiki Oscar
  https://huggingface.co/flax-community/swe-roberta-wiki-oscar
  
  ## Roberta Swedish Scandi
  https://huggingface.co/birgermoell/roberta-swedish-scandi
  
  ## Roberta Swedish
  https://huggingface.co/birgermoell/roberta-swedish
  
  ## Swedish T5 model
  https://huggingface.co/birgermoell/t5-base-swedish
  
  