Opensearch-py-ml
  • API Reference
    • DataFrame
    • Series
    • General Utility Functions
    • Input/Output
    • MLCommons Support
    • Sentence Transformer
      • Constructor
        • Sentence Transformer
      • Train Model
        • SentenceTransformerModel.train
      • (Optional) Step by Step Train Model
        • SentenceTransformerModel.read_queries
        • SentenceTransformerModel.load_training_data
        • SentenceTransformerModel.set_up_accelerate_config
        • SentenceTransformerModel.train_model
        • SentenceTransformerModel.zip_model
      • Export Model
        • SentenceTransformerModel.save_as_pt
        • SentenceTransformerModel.save_as_onnx
      • Config Model
        • SentenceTransformerModel.make_model_config_json
  • Examples
  • Command Line Interface (CLI)
  • Pre-trained models
Opensearch-py-ml
  • API Reference
  • Sentence Transformer
  • View page source

Sentence Transformer

Constructor

  • Sentence Transformer
    • __init__()

Train Model

  • SentenceTransformerModel.train
    • train()

(Optional) Step by Step Train Model

  • SentenceTransformerModel.read_queries
    • read_queries()
  • SentenceTransformerModel.load_training_data
    • load_training_data()
  • SentenceTransformerModel.set_up_accelerate_config
    • set_up_accelerate_config()
  • SentenceTransformerModel.train_model
    • train_model()
  • SentenceTransformerModel.zip_model
    • zip_model()

Export Model

  • SentenceTransformerModel.save_as_pt
    • save_as_pt()
  • SentenceTransformerModel.save_as_onnx
    • save_as_onnx()

Config Model

  • SentenceTransformerModel.make_model_config_json
    • make_model_config_json()
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