AutoTransformers Logo

Getting Started

  • Why you should use AutoTransformers
  • System Requirements
  • Installation
  • Getting Started - Wizard (Suggested)
  • Getting Started - Manual
  • Dataset and DatasetLoader
  • Babysit the training
  • Environment Variables
  • Document
  • Computer Vision

News

  • AutoTransformers Changelog

Tutorials

  • Simple Training
  • Multilabel text classification
  • Multi-Single label text classification
  • Document Information Extraction (DIE)
  • Multitask Models
  • Configuration Options
  • Saving, loading and checkpointing models
  • Progress tracking
  • Active Learning
  • Text Information Extraction (TIE)
  • Document Classification (DC)

Developer API

  • High-Level API

Resources

  • Glossary
  • About
AutoTransformers
  • Index

Index

A | C | D | E | F | H | I | L | M | N | O | P | S | T

A

  • Active learning
  • AutoTransformer
    • (class in autotransformers.at)
  • AutoTransformer.ATPrediction (class in autotransformers.at)
  • autotransformers
    • module
  • AutoTransformers library
  • AutoTransformers wizard
  • autotransformers.at
    • module

C

  • Checkpointing
  • Classification

D

  • Data pipeline
  • Dataset
  • DatasetLoader
  • Device
  • Domain

E

  • evaluate() (autotransformers.at.AutoTransformer method)

F

  • finish() (autotransformers.at.AutoTransformer method)

H

  • help() (in module autotransformers)
  • Hyperparameter

I

  • InformationExtraction
  • init() (autotransformers.at.AutoTransformer method)
  • init_deepspeed() (in module autotransformers.at)
  • init_logging() (in module autotransformers.at)
  • input (autotransformers.at.AutoTransformer.ATPrediction attribute)

L

  • Label
  • LLM
  • load() (autotransformers.at.AutoTransformer method)

M

  • Model
  • module
    • autotransformers
    • autotransformers.at
  • Multi-label classification
  • Multi-single-label classification

N

  • Node

O

  • output (autotransformers.at.AutoTransformer.ATPrediction attribute)

P

  • Performance

S

  • Sample
  • sample() (autotransformers.at.AutoTransformer method)
  • save() (autotransformers.at.AutoTransformer method)
  • set_config() (autotransformers.at.AutoTransformer method)
  • Single-label classification
  • Skill
  • summary() (autotransformers.at.AutoTransformer method)

T

  • Task
  • train() (autotransformers.at.AutoTransformer method)

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