components Distillation documentation

Distillation

Components in this category

---

• oss_distillation_batchscoring_datagen_pipeline

  Component to generate data from teacher model endpoint by invoking it in batch.

• oss_distillation_data_generation_batch_scoring_selector

  Component to select the Batch Scoring Selector based on the task type

• oss_distillation_data_generation_file_selector

  Component to select the Batch Scoring Selector based on the task type

• oss_distillation_data_generation_validation_file_checker

  Component to Check if the validation file is present or not

• oss_distillation_generate_data

  Component to generate data from teacher model enpoint

• oss_distillation_generate_data_batch_postprocess

  Component to prepare data returned from teacher model enpoint in batch

• oss_distillation_generate_data_batch_preprocess

  Component to prepare data to invoke teacher model enpoint in batch

• oss_distillation_pipeline

  Component to generate data from teacher model enpoint and finetune student model on generated dataset

• oss_distillation_seq_scoring_pipeline

  Component to generate data from teacher model enpoint(sequentially) and finetune student model on generated dataset

• oss_distillation_validate_pipeline

  Component to validate inputs to the distillation pipeline