Finetune

• Embedder
  • Encoder Only
    • Base
      • Modeling
        • BiEncoderOnlyEmbedderModel
        • Methods
          • BiEncoderOnlyEmbedderModel.encode()
          • BiEncoderOnlyEmbedderModel.compute_score()
          • BiEncoderOnlyEmbedderModel.compute_loss()
          • BiEncoderOnlyEmbedderModel.gradient_checkpointing_enable()
          • BiEncoderOnlyEmbedderModel.enable_input_require_grads()
          • BiEncoderOnlyEmbedderModel.save()
          • BiEncoderOnlyEmbedderModel._sentence_embedding()
          • BiEncoderOnlyEmbedderModel._compute_similarity()
      • Runner
        • EncoderOnlyEmbedderRunner
          • EncoderOnlyEmbedderRunner.load_tokenizer_and_model()
          • EncoderOnlyEmbedderRunner.load_trainer()
      • Trainer
        • EncoderOnlyEmbedderTrainer
    • M3
      • Arguments
        • EncoderOnlyEmbedderM3ModelArguments
        • EncoderOnlyEmbedderM3TrainingArguments
      • Modeling
        • EncoderOnlyEmbedderM3Model
          • EncoderOnlyEmbedderM3Model
          • Methods
            • EncoderOnlyEmbedderM3Model.encode()
            • EncoderOnlyEmbedderM3Model.compute_score()
            • EncoderOnlyEmbedderM3Model.compute_dense_score()
            • EncoderOnlyEmbedderM3Model.compute_sparse_score()
            • EncoderOnlyEmbedderM3Model.compute_colbert_score()
            • EncoderOnlyEmbedderM3Model.ensemble_score()
            • EncoderOnlyEmbedderM3Model.forward()
            • EncoderOnlyEmbedderM3Model.compute_loss()
            • EncoderOnlyEmbedderM3Model.gradient_checkpointing_enable()
            • EncoderOnlyEmbedderM3Model.enable_input_require_grads()
            • EncoderOnlyEmbedderM3Model.save()
            • EncoderOnlyEmbedderM3Model._dense_embedding()
            • EncoderOnlyEmbedderM3Model._sparse_embedding()
            • EncoderOnlyEmbedderM3Model._colbert_embedding()
            • EncoderOnlyEmbedderM3Model._encode()
            • EncoderOnlyEmbedderM3Model._compute_similarity()
            • EncoderOnlyEmbedderM3Model._get_queries_attention_mask()
        • EncoderOnlyEmbedderM3ModelForInference
          • EncoderOnlyEmbedderM3ModelForInference
            • EncoderOnlyEmbedderM3ModelForInference.forward()
      • Runner
        • EncoderOnlyEmbedderM3Runner
          • EncoderOnlyEmbedderM3Runner.get_model()
          • EncoderOnlyEmbedderM3Runner.load_tokenizer_and_model()
          • EncoderOnlyEmbedderM3Runner.load_trainer()
      • Trainer
        • EncoderOnlyEmbedderM3Trainer
  • Decoder Only
    • Base
      • Arguments
        • DecoderOnlyEmbedderModelArguments
      • Modeling
        • CrossDecoderModel
        • Methods
          • CrossDecoderModel.encode()
      • Runner
        • DecoderOnlyRerankerRunner
          • DecoderOnlyRerankerRunner.load_tokenizer_and_model()
          • DecoderOnlyRerankerRunner.load_trainer()
          • DecoderOnlyRerankerRunner.run()
      • Trainer
        • DecoderOnlyRerankerTrainer
    • ICL
      • Arguments
        • DecoderOnlyEmbedderICLModelArguments
        • DecoderOnlyEmbedderICLDataArguments
      • Dataset
        • DecoderOnlyEmbedderICLSameDatasetTrainDataset
          • DecoderOnlyEmbedderICLSameDatasetTrainDataset
          • Methods
            • DecoderOnlyEmbedderICLSameDatasetTrainDataset._create_batch_data()
        • AbsEmbedderSameDatasetCollator
          • AbsEmbedderSameDatasetCollator
      • Modeling
        • BiDecoderOnlyEmbedderICLModel
        • Methods
          • BiDecoderOnlyEmbedderICLModel.encode()
          • BiDecoderOnlyEmbedderICLModel.compute_score()
          • BiDecoderOnlyEmbedderICLModel.compute_loss()
          • BiDecoderOnlyEmbedderICLModel.gradient_checkpointing_enable()
          • BiDecoderOnlyEmbedderICLModel.enable_input_require_grads()
          • BiDecoderOnlyEmbedderICLModel.save()
          • BiDecoderOnlyEmbedderICLModel._sentence_embedding()
          • BiDecoderOnlyEmbedderICLModel._compute_similarity()
      • Runner
        • DecoderOnlyEmbedderICLRunner
          • DecoderOnlyEmbedderICLRunner.load_tokenizer_and_model()
          • DecoderOnlyEmbedderICLRunner.load_train_dataset()
          • DecoderOnlyEmbedderICLRunner.load_trainer()
          • DecoderOnlyEmbedderICLRunner.run()
      • Trainer
        • DecoderOnlyEmbedderICLTrainer
• Reranker
  • Encoder Only
    • Base
      • Modeling
        • CrossEncoderModel
        • Methods
          • CrossEncoderModel.encode()
      • Runner
        • EncoderOnlyRerankerRunner
          • EncoderOnlyRerankerRunner.load_tokenizer_and_model()
          • EncoderOnlyRerankerRunner.load_trainer()
      • Trainer
        • EncoderOnlyRerankerTrainer
  • Decoder Only
    • Base
      • Arguments
        • RerankerModelArguments
      • Modeling
        • BiDecoderOnlyEmbedderModel
        • Methods
          • BiDecoderOnlyEmbedderModel.encode()
          • BiDecoderOnlyEmbedderModel.compute_score()
          • BiDecoderOnlyEmbedderModel.compute_loss()
          • BiDecoderOnlyEmbedderModel.gradient_checkpointing_enable()
          • BiDecoderOnlyEmbedderModel.enable_input_require_grads()
          • BiDecoderOnlyEmbedderModel.save()
          • BiDecoderOnlyEmbedderModel._sentence_embedding()
          • BiDecoderOnlyEmbedderModel._compute_similarity()
      • Runner
        • DecoderOnlyEmbedderRunner
          • DecoderOnlyEmbedderRunner.load_tokenizer_and_model()
          • DecoderOnlyEmbedderRunner.load_trainer()
          • DecoderOnlyEmbedderRunner.run()
      • Trainer
        • DecoderOnlyEmbedderTrainer
    • Layerwise
      • Arguments
        • RerankerModelArguments
      • Modeling
        • CrossDecoderModel
        • Methods
          • CrossDecoderModel.encode()
          • CrossDecoderModel.forward()
      • Runner
        • DecoderOnlyRerankerRunner
          • DecoderOnlyRerankerRunner.load_tokenizer_and_model()
          • DecoderOnlyRerankerRunner.load_trainer()
          • DecoderOnlyRerankerRunner.run()
      • Trainer
        • DecoderOnlyRerankerTrainer