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chore: import upstream snapshot with attribution

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2026-07-13 13:39:21 +08:00
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docs/source/API/finetune/embedder/encoder_only/m3/modeling.rst
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========
Modeling
========
EncoderOnlyEmbedderM3Model
============================
.. autoclass:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model
Methods
-------
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model.encode
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model.compute_score
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model.compute_dense_score
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model.compute_sparse_score
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model.compute_colbert_score
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model.ensemble_score
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model.forward
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model.compute_loss
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model.gradient_checkpointing_enable
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model.enable_input_require_grads
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model.save
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model._dense_embedding
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model._sparse_embedding
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model._colbert_embedding
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model._encode
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model._compute_similarity
.. automethod:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3Model._get_queries_attention_mask
EncoderOnlyEmbedderM3ModelForInference
======================================
.. autoclass:: FlagEmbedding.finetune.embedder.encoder_only.m3.EncoderOnlyEmbedderM3ModelForInference
:members: