lm_polygraph.generation_metrics package

Submodules

• lm_polygraph.generation_metrics.accuracy module
  • AccuracyMetric
• lm_polygraph.generation_metrics.aggregated_metric module
  • AggregatedMetric
• lm_polygraph.generation_metrics.alignscore module
  • AlignScore
• lm_polygraph.generation_metrics.alignscore_utils module
  • AlignScorer
    • AlignScorer.score()
  • BERTAlignModel
    • BERTAlignModel.configure_optimizers()
    • BERTAlignModel.electra_forward()
    • BERTAlignModel.forward()
    • BERTAlignModel.mse_loss()
    • BERTAlignModel.training_step()
    • BERTAlignModel.training_step_end()
    • BERTAlignModel.validation_epoch_end()
    • BERTAlignModel.validation_step()
    • BERTAlignModel.validation_step_end()
  • ElectraDiscriminatorPredictions
    • ElectraDiscriminatorPredictions.forward()
  • Inferencer
    • Inferencer.batch_tokenize()
    • Inferencer.chunks()
    • Inferencer.inference()
    • Inferencer.inference_example_batch()
    • Inferencer.inference_per_example()
    • Inferencer.inference_reg()
    • Inferencer.nlg_eval()
    • Inferencer.smart_doc()
    • Inferencer.smart_l()
    • Inferencer.smart_n()
  • ModelOutput
    • ModelOutput.all_loss
    • ModelOutput.attentions
    • ModelOutput.hidden_states
    • ModelOutput.loss
    • ModelOutput.loss_nums
    • ModelOutput.prediction_logits
    • ModelOutput.reg_label_logits
    • ModelOutput.seq_relationship_logits
    • ModelOutput.tri_label_logits
• lm_polygraph.generation_metrics.bart_score module
  • BartScoreSeqMetric
    • BartScoreSeqMetric.load()
    • BartScoreSeqMetric.score()
    • BartScoreSeqMetric.test()
• lm_polygraph.generation_metrics.bert_score module
  • BertScoreMetric
• lm_polygraph.generation_metrics.bleu module
  • BLEUMetric
• lm_polygraph.generation_metrics.comet module
  • Comet
• lm_polygraph.generation_metrics.generation_metric module
  • GenerationMetric
• lm_polygraph.generation_metrics.model_score module
  • ModelScoreSeqMetric
  • ModelScoreTokenwiseMetric
• lm_polygraph.generation_metrics.openai_fact_check module
  • OpenAIFactCheck
• lm_polygraph.generation_metrics.preprocess_output_target module
  • PreprocessOutputTarget
• lm_polygraph.generation_metrics.rouge module
  • RougeMetric
• lm_polygraph.generation_metrics.sbert module
  • SbertMetric