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Update modular_modernbert.py to support input_embeddings #35422

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Update modular_modernbert.py to support input_embeddings #35422

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7ff39fa
Update modular_modernbert.py
KoichiYasuoka Dec 26, 2024
e51b48a
support {set,get}_input_embeddings
KoichiYasuoka Dec 27, 2024
b247fb7
Merge branch 'main' into patch-5
KoichiYasuoka Dec 28, 2024
be15c35
sync to modular_modernbert.py
KoichiYasuoka Dec 29, 2024
3edda77
Merge branch 'main' into patch-5
KoichiYasuoka Dec 29, 2024
4d98e91
Merge branch 'main' into patch-5
KoichiYasuoka Dec 31, 2024
098f872
embeddings are in self.model
KoichiYasuoka Dec 31, 2024
2929b08
sync to modular_modernbert.py
KoichiYasuoka Dec 31, 2024
9436d03
Merge branch 'main' into patch-5
KoichiYasuoka Dec 31, 2024
d0dcc37
Merge branch 'main' into patch-5
KoichiYasuoka Jan 2, 2025
0a09cd3
Merge branch 'main' into patch-5
KoichiYasuoka Jan 2, 2025
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12 changes: 12 additions & 0 deletions src/transformers/models/modernbert/modeling_modernbert.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1125,6 +1125,12 @@ def __init__(self, config: ModernBertConfig):
# Initialize weights and apply final processing
self.post_init()

def get_input_embeddings(self):
return self.model.embeddings.tok_embeddings

def set_input_embeddings(self, value):
self.model.embeddings.tok_embeddings = value

@add_start_docstrings_to_model_forward(MODERNBERT_INPUTS_DOCSTRING)
@add_code_sample_docstrings(
checkpoint=_CHECKPOINT_FOR_DOC,
Expand Down Expand Up @@ -1236,6 +1242,12 @@ def __init__(self, config: ModernBertConfig):
# Initialize weights and apply final processing
self.post_init()

def get_input_embeddings(self):
return self.model.embeddings.tok_embeddings

def set_input_embeddings(self, value):
self.model.embeddings.tok_embeddings = value

@add_start_docstrings_to_model_forward(MODERNBERT_INPUTS_DOCSTRING)
@add_code_sample_docstrings(
checkpoint=_CHECKPOINT_FOR_DOC,
Expand Down
12 changes: 12 additions & 0 deletions src/transformers/models/modernbert/modular_modernbert.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1278,6 +1278,12 @@ def __init__(self, config: ModernBertConfig):
# Initialize weights and apply final processing
self.post_init()

def get_input_embeddings(self):
return self.model.embeddings.tok_embeddings

def set_input_embeddings(self, value):
self.model.embeddings.tok_embeddings = value

@add_start_docstrings_to_model_forward(MODERNBERT_INPUTS_DOCSTRING)
@add_code_sample_docstrings(
checkpoint=_CHECKPOINT_FOR_DOC,
Expand Down Expand Up @@ -1389,6 +1395,12 @@ def __init__(self, config: ModernBertConfig):
# Initialize weights and apply final processing
self.post_init()

def get_input_embeddings(self):
return self.model.embeddings.tok_embeddings

def set_input_embeddings(self, value):
self.model.embeddings.tok_embeddings = value

@add_start_docstrings_to_model_forward(MODERNBERT_INPUTS_DOCSTRING)
@add_code_sample_docstrings(
checkpoint=_CHECKPOINT_FOR_DOC,
Expand Down