Installation
Instructions for installing the Simple Transformers library.
Page Archive
Upgrading
Instructions for upgrading the library.
General Usage
General usage instructions applicable to most tasks.
Tips and Tricks
Various tips and tricks applicable to most tasks.
Classification Specifics
Specific notes for text classification tasks.
Classification Models
Model class used for text classification
Classification Data Formats
Classification data formats.
Binary Classification
Binary text classification.
Multi-Class Classification
Multi-Class text classification.
Regression
Regression tasks.
Sentence Pair Classification
Sentence pair classification.
Multi-Label Classification
Multi-label text classification.
Named Entity Recognition Specifics
Specific notes for Named Entity Recognition tasks.
NER Model
NERModel for named entity recognition.
NER Data Formats
Data formats for named entity recognition.
NER Minimal Start
Minimal start for named entity recognition.
Question Answering Specifics
Specific notes for Question Answering tasks.
Question Answering Model
QuestionAnsweringModel for Question Answering tasks.
Question Answering Data Formats
Data Formats for Question Answering tasks.
Question Answering Minimal Start
Minimal start for Question Answering tasks.
Language Modeling Specifics
Specific notes for Language Modeling tasks.
Language Modeling Model
LanguageModelingModel for Language Modeling tasks.
Language Modeling Data Formats
Data Formats for Language Modeling tasks.
Language Modeling Minimal Start
Minimal start for Language Modeling tasks.
T5 Specifics
Specific notes for T5 tasks.
T5 Model
T5Model for T5 tasks.
T5 Data Formats
Data formats for T5.
T5 Minimal Start
Minimal start for T5.
Seq2Seq Specifics
Specific notes for Seq2Seq tasks.
Seq2Seq Model
Seq2SeqModel for Seq2Seq tasks.
Seq2Seq Data Formats
Data formats for Seq2Seq.
Seq2Seq Minimal Start
Minimal start for Seq2Seq.
Conversational AI Specifics
Conversational AI Specifics
Conversational AI Model
Conversational AI Model
Conversational AI Model
Conversational AI Model
Conversational AI Examples
Conversational AI Examples
Text Representation Examples
Text Representation Examples
Text Representation Model
Text Representation Model
Language Generation Specifics
Specific notes for Language Generation
Language Generation Model
LanguageGenerationModel for Language Generation
Language Generation Minimal Start
Minimal start for Language Generation tasks.
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Multi-Modal Classification Specifics
Specific notes for Multi-Modal Classification tasks.
Multi-Modal Classification Model
MultiModalClassificationModel for Multi-Modal Classification tasks.
Multi-Modal Classification Data Formats
Data Formats for Multi-Modal Classification tasks.
History
Change log of enhancements and bug fixes made to the theme.
Contributing
How you can contribute to make this theme better.
License
License for Simple Transformers.
Retrieval Specifics
Specific notes for Retrieval tasks.
Retrieval Model
RetrievalModel for Retrieval tasks.
Retrieval Data Formats
Data formats for Retrieval.
Retrieval Minimal Start
Minimal start for Retrieval.
About
Simple Transformers is the easy to use but incredibly powerful Transformers library.
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