langml
latest

Getting Started

  • Installation
  • Use langml-cli to quickly train baseline models
  • Examples of finetuneing
  • Examples of prompt-based tuning
  • How to train PLMs distributedly?

APIs:

  • API Reference
langml
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  • langml
  • Edit on GitHub

langml

Subpackages

  • langml.baselines
    • langml.baselines.clf
      • langml.baselines.clf.bert
      • langml.baselines.clf.bilstm
      • langml.baselines.clf.cli
      • langml.baselines.clf.dataloader
      • langml.baselines.clf.textcnn
    • langml.baselines.contrastive
      • langml.baselines.contrastive.simcse
      • langml.baselines.contrastive.cli
      • langml.baselines.contrastive.utils
    • langml.baselines.matching
      • langml.baselines.matching.sbert
      • langml.baselines.matching.cli
    • langml.baselines.ner
      • langml.baselines.ner.bert_crf
      • langml.baselines.ner.cli
      • langml.baselines.ner.dataloader
      • langml.baselines.ner.lstm_crf
    • langml.baselines.cli
  • langml.common
    • langml.common.evaluator
      • langml.common.evaluator.spearman
  • langml.layers
    • langml.layers.attention
    • langml.layers.crf
    • langml.layers.layer_norm
    • langml.layers.layers
  • langml.plm
    • langml.plm.albert
    • langml.plm.bert
    • langml.plm.layers
  • langml.prompt
    • langml.prompt.clf
      • langml.prompt.clf.ptuning
      • langml.prompt.clf.utils
    • langml.prompt.models
      • langml.prompt.models.ptuning
    • langml.prompt.base
  • langml.third_party
    • langml.third_party.conlleval
    • langml.third_party.crf
  • langml.transformer
    • langml.transformer.encoder
    • langml.transformer.layers

Submodules

  • langml.activations
  • langml.cli
  • langml.log
  • langml.model
  • langml.tensor_typing
  • langml.tokenizer
  • langml.utils

Package Contents

langml.__version__ = 0.4.2[source]
langml.TF_VERSION[source]
langml.TF_KERAS[source]

© Copyright 2021, Sean Lee. Revision 5aba8f6a.

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