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
  • »
  • langml.baselines
  • Edit on GitHub

langml.baselines

Subpackages

  • 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.simcse.dataloder
      • langml.baselines.contrastive.simcse.model
    • langml.baselines.contrastive.cli
    • langml.baselines.contrastive.utils
  • langml.baselines.matching
    • langml.baselines.matching.sbert
      • langml.baselines.matching.sbert.dataloder
      • langml.baselines.matching.sbert.model
    • 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

Submodules

  • langml.baselines.cli

Package Contents

Classes

BaselineModel

BaseDataLoader

Parameters

Hyper-Parameters

class langml.baselines.BaselineModel[source]
abstract build_model(self, *args, **kwargs)[source]
class langml.baselines.BaseDataLoader[source]
abstract static load_data()[source]
abstract make_iter(self, random: bool = False)[source]
abstract __len__(self)[source]
__call__(self, random: bool = False)[source]
class langml.baselines.Parameters(data: Optional[Dict] = None)[source]

Hyper-Parameters

_wrap(self, value: Any)[source]
add(self, name, value)[source]

© Copyright 2021, Sean Lee. Revision 5aba8f6a.

Built with Sphinx using a theme provided by Read the Docs.