Overview¶ losses¶ Flops FlopsScheduler Ranking models¶ ColBERT SparseEmbed Splade rank¶ ColBERT retrieve¶ SparseEmbed Splade TfIdf train¶ train_colbert train_sparse_embed train_splade utils¶ batchify colbert_scores dense_scores evaluate in_batch_sparse_scores iter load_beir pairs_dense_scores sparse_scores