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Section Navigation

  • Abstract Class
    • Inference
      • AbsEmbedder
      • AbsReranker
    • Evaluation
      • Arguments
      • dataset loader
      • searcher
      • Evaluator
      • runner
    • Finetune
      • Embedder
        • AbsArguments
        • AbsDataset
        • AbsModeling
        • AbsTrainer
        • AbsRunner
      • Reranker
        • AbsArguments
        • AbsDataset
        • AbsModeling
        • AbsTrainer
        • AbsRunner
  • Inference
    • FlagAutoModel
    • FlagAutoReranker
    • Embedder
      • BaseEmbedder
      • M3Embedder
      • BaseEmbedder
      • ICLLLMEmbedder
    • Reranker
      • BaseReranker
      • BaseLLMReranker
      • LayerWiseLLMReranker
      • LightweightLLMReranker
  • Evaluation
    • MTEB
      • arguments
      • searcher
      • runner
    • AIR-Bench
      • arguments
      • runner
    • MSMARCO
      • data_loader
      • runner
    • BEIR
      • arguments
      • data loader
      • evaluator
      • runner
    • MIRACL
      • data_loader
      • runner
    • MKQA
      • data_loader
      • evaluator
      • runner
    • MLDR
      • data_loader
      • runner
  • Finetune
    • Embedder
      • Encoder Only
        • Base
          • Modeling
          • Runner
          • Trainer
        • M3
          • Arguments
          • Modeling
          • Runner
          • Trainer
      • Decoder Only
        • Base
          • Arguments
          • Modeling
          • Runner
          • Trainer
        • ICL
          • Arguments
          • Dataset
          • Modeling
          • Runner
          • Trainer
    • Reranker
      • Encoder Only
        • Base
          • Modeling
          • Runner
          • Trainer
      • Decoder Only
        • Base
          • Arguments
          • Modeling
          • Runner
          • Trainer
        • Layerwise
          • Arguments
          • Modeling
          • Runner
          • Trainer
  • API
  • Finetune
  • Embedder
  • Encoder Only
  • M3

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

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Arguments

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