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
  • Semantic parsing with sequence-to-sequence models

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
        • BertPairRegressionTask.Config
        • DocumentClassificationTask.Config
        • DocumentRegressionTask.Config
        • EnsembleTask.Config
        • IntentSlotTask.Config
        • LMTask.Config
        • MaskedLMTask.Config
        • NewBertClassificationTask.Config
        • NewBertPairClassificationTask.Config
        • PairwiseClassificationForDenseRetrievalTask.Config
        • PairwiseClassificationTask.Config
        • PairwiseRegressionTask.Config
        • QueryDocumentPairwiseRankingTask.Config
        • RoBERTaNERTask.Config
        • SemanticParsingTask.Config
        • SeqNNTask.Config
        • SequenceLabelingTask.Config
        • SquadQATask.Config
        • WordTaggingTask.Config
    • torchscript
    • trainers
  • pytext package
PyText
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  • task »
  • tasks
  • Edit on GitHub

tasksΒΆ

  • BertPairRegressionTask.Config
  • DocumentClassificationTask.Config
  • DocumentRegressionTask.Config
  • EnsembleTask.Config
  • IntentSlotTask.Config
  • LMTask.Config
  • MaskedLMTask.Config
  • NewBertClassificationTask.Config
  • NewBertPairClassificationTask.Config
  • PairwiseClassificationForDenseRetrievalTask.Config
  • PairwiseClassificationTask.Config
  • PairwiseRegressionTask.Config
  • QueryDocumentPairwiseRankingTask.Config
  • RoBERTaNERTask.Config
  • SemanticParsingTask.Config
  • SeqNNTask.Config
  • SequenceLabelingTask.Config
  • SquadQATask.Config
  • WordTaggingTask.Config
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