PyText
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Getting Started

  • Installation
  • Train your first model
  • Execute your first model
  • Visualize Model Training with TensorBoard
  • Use PyText models in your app
  • Serve Models in Production
  • Config Files Explained
  • Config Commands

Training More Advanced Models

  • Train Intent-Slot model on ATIS Dataset
  • Hierarchical intent and slot filling
  • Multitask training with disjoint datasets
  • Data Parallel Distributed Training
  • XLM-RoBERTa

Extending PyText

  • Architecture Overview
  • Custom Data Format
  • Custom Tensorizer
  • Using External Dense Features
  • Creating A New Model
  • Hacking PyText

References

  • pytext
    • config
    • data
    • exporters
    • loss
    • metric_reporters
    • models
    • optimizer
    • task
      • disjoint_multitask
      • new_task
      • task
      • tasks
    • trainers
  • pytext package
PyText
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  • pytext »
  • task
  • Edit on GitHub

taskΒΆ

  • disjoint_multitask
    • DisjointMultitask.Config
    • NewDisjointMultitask.Config
  • new_task
    • NewTask.Config
    • _NewTask.Config
  • task
    • TaskBase.Config
    • Task_Deprecated.Config
  • tasks
    • BertPairRegressionTask.Config
    • DocumentClassificationTask.Config
    • DocumentRegressionTask.Config
    • EnsembleTask.Config
    • IntentSlotTask.Config
    • LMTask.Config
    • MaskedLMTask.Config
    • NewBertClassificationTask.Config
    • NewBertPairClassificationTask.Config
    • PairwiseClassificationTask.Config
    • QueryDocumentPairwiseRankingTask.Config
    • RoBERTaNERTask.Config
    • SemanticParsingTask.Config
    • SeqNNTask.Config
    • SquadQATask.Config
    • WordTaggingTask.Config
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