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15,007 symbols 59,738 edges 849 files 3,171 documented · 21%

What it actually does AI analysis from the code graph — generated when you open this

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Core symbols most depended-on inside this repo

requires_backends

called by 2045

src/transformers/src/transformers/utils/import_utils.py

split

called by 1039

src/transformers/src/transformers/tokenization_utils.py

from_pretrained

called by 870

src/transformers/src/transformers/modelcard.py

items

called by 858

src/transformers/src/transformers/feature_extraction_utils.py

pop

called by 796

src/transformers/src/transformers/utils/generic.py

called by 747

src/transformers/src/transformers/modeling_utils.py

keys

called by 642

src/transformers/src/transformers/utils/fx.py

from_pretrained

called by 504

src/transformers/examples/research_projects/lxmert/utils.py

Shape

Method 7,986

Class 3,601

Function 3,366

Route 52

Enum 2

Languages

Python97%

C++3%

Modules by API surface

src/transformers/src/transformers/utils/dummy_pt_objects.py2,402 symbols

src/transformers/src/transformers/utils/dummy_tf_objects.py795 symbols

src/transformers/src/transformers/utils/dummy_flax_objects.py372 symbols

src/transformers/tests/trainer/test_trainer.py201 symbols

src/transformers/src/transformers/testing_utils.py171 symbols

src/transformers/src/transformers/utils/dummy_vision_objects.py164 symbols

src/bitsandbytes/include/SIMD.h162 symbols

src/transformers/src/transformers/utils/dummy_tokenizers_objects.py122 symbols

src/transformers/src/transformers/convert_slow_tokenizer.py115 symbols

src/transformers/src/transformers/tokenization_utils_base.py112 symbols

src/transformers/src/transformers/utils/import_utils.py108 symbols

src/transformers/src/transformers/modeling_utils.py108 symbols

For agents

$ claude mcp add GraphiContact \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact