句子转换器¶
- SentenceTransformer
- SentenceTransformer
SentenceTransformerSentenceTransformer.bfloat16()SentenceTransformer.compile()SentenceTransformer.cpu()SentenceTransformer.cuda()SentenceTransformer.deviceSentenceTransformer.double()SentenceTransformer.encode()SentenceTransformer.encode_multi_process()SentenceTransformer.eval()SentenceTransformer.evaluate()SentenceTransformer.fit()SentenceTransformer.float()SentenceTransformer.get_max_seq_length()SentenceTransformer.get_sentence_embedding_dimension()SentenceTransformer.half()SentenceTransformer.max_seq_lengthSentenceTransformer.old_fit()SentenceTransformer.push_to_hub()SentenceTransformer.save()SentenceTransformer.save_pretrained()SentenceTransformer.set_pooling_include_prompt()SentenceTransformer.similaritySentenceTransformer.similarity_fn_nameSentenceTransformer.similarity_pairwiseSentenceTransformer.smart_batching_collate()SentenceTransformer.start_multi_process_pool()SentenceTransformer.stop_multi_process_pool()SentenceTransformer.to()SentenceTransformer.tokenize()SentenceTransformer.tokenizerSentenceTransformer.train()SentenceTransformer.truncate_sentence_embeddings()
- SentenceTransformerModelCardData
- 相似度函数
- SentenceTransformer
- 训练师
- SentenceTransformerTrainer
SentenceTransformerTrainerSentenceTransformerTrainer.add_callback()SentenceTransformerTrainer.compute_loss()SentenceTransformerTrainer.create_model_card()SentenceTransformerTrainer.create_optimizer()SentenceTransformerTrainer.create_optimizer_and_scheduler()SentenceTransformerTrainer.create_scheduler()SentenceTransformerTrainer.evaluate()SentenceTransformerTrainer.get_batch_sampler()SentenceTransformerTrainer.get_eval_dataloader()SentenceTransformerTrainer.get_learning_rates()SentenceTransformerTrainer.get_multi_dataset_batch_sampler()SentenceTransformerTrainer.get_num_trainable_parameters()SentenceTransformerTrainer.get_optimizer_group()SentenceTransformerTrainer.get_test_dataloader()SentenceTransformerTrainer.get_train_dataloader()SentenceTransformerTrainer.hyperparameter_search()SentenceTransformerTrainer.is_local_process_zero()SentenceTransformerTrainer.is_world_process_zero()SentenceTransformerTrainer.log()SentenceTransformerTrainer.pop_callback()SentenceTransformerTrainer.propagate_args_to_deepspeed()SentenceTransformerTrainer.push_to_hub()SentenceTransformerTrainer.remove_callback()SentenceTransformerTrainer.save_model()SentenceTransformerTrainer.train()
- SentenceTransformerTrainer
- 训练参数
- SentenceTransformerTrainingArguments
SentenceTransformerTrainingArgumentsSentenceTransformerTrainingArguments.ddp_timeout_deltaSentenceTransformerTrainingArguments.deviceSentenceTransformerTrainingArguments.eval_batch_sizeSentenceTransformerTrainingArguments.get_process_log_level()SentenceTransformerTrainingArguments.get_warmup_steps()SentenceTransformerTrainingArguments.local_process_indexSentenceTransformerTrainingArguments.main_process_first()SentenceTransformerTrainingArguments.n_gpuSentenceTransformerTrainingArguments.parallel_modeSentenceTransformerTrainingArguments.place_model_on_deviceSentenceTransformerTrainingArguments.process_indexSentenceTransformerTrainingArguments.set_dataloader()SentenceTransformerTrainingArguments.set_evaluate()SentenceTransformerTrainingArguments.set_logging()SentenceTransformerTrainingArguments.set_lr_scheduler()SentenceTransformerTrainingArguments.set_optimizer()SentenceTransformerTrainingArguments.set_push_to_hub()SentenceTransformerTrainingArguments.set_save()SentenceTransformerTrainingArguments.set_testing()SentenceTransformerTrainingArguments.set_training()SentenceTransformerTrainingArguments.should_logSentenceTransformerTrainingArguments.should_saveSentenceTransformerTrainingArguments.to_dict()SentenceTransformerTrainingArguments.to_json_string()SentenceTransformerTrainingArguments.to_sanitized_dict()SentenceTransformerTrainingArguments.train_batch_sizeSentenceTransformerTrainingArguments.world_size
- SentenceTransformerTrainingArguments
- 损失
- BatchAllTripletLoss
- BatchHardSoftMarginTripletLoss
- BatchHardTripletLoss
- BatchSemiHardTripletLoss
- 对比损失
- 在线对比损失
- 对比张力损失
- ContrastiveTensionLossInBatchNegatives
- CoSENTLoss
- AnglELoss
- 余弦相似度损失
- 去噪自编码器损失
- GISTEmbedLoss
- CachedGISTEmbedLoss
- MSELoss
- MarginMSELoss
- MatryoshkaLoss
- Matryoshka2dLoss
- AdaptiveLayerLoss
- MegaBatchMarginLoss
- MultipleNegativesRankingLoss
- CachedMultipleNegativesRankingLoss
- MultipleNegativesSymmetricRankingLoss
- CachedMultipleNegativesSymmetricRankingLoss
- SoftmaxLoss
- TripletLoss
- 采样器
- 评估
- 数据集
- 模型
- 量化