huggingface/transformers · Architecture

Most-depended-on modules

These are the highest-fan-in files — change them and the blast radius is largest. Read them first.

• src/transformers/__init__.py98 importers · radius 200
• src/transformers/modeling_utils.py76 importers · radius 202
• src/transformers/configuration_utils.py67 importers · radius 202
• src/transformers/modeling_outputs.py57 importers · radius 229
• src/transformers/masking_utils.py51 importers · radius 215
• src/transformers/cache_utils.py47 importers · radius 206
• src/transformers/activations.py44 importers · radius 201
• src/transformers/modeling_layers.py42 importers · radius 200

Modules (24)

Source directories grouped from the import graph. Each links to a per-module page with its files and how it couples to the rest.

• src/transformers26 files · 680 in-degree · in cycle
• src/transformers/generation8 files · 65 in-degree · in cycle
• src/transformers/models/auto10 files · 64 in-degree
• src/transformers/integrations14 files · 60 in-degree · in cycle
• src/transformers/generation/continuous_batching11 files · 45 in-degree
• src/transformers/distributed7 files · 31 in-degree
• src/transformers/cli/serving7 files · 23 in-degree
• src/transformers/exporters7 files · 22 in-degree
• src/transformers/loss5 files · 15 in-degree
• src/transformers/integrations/gguf6 files · 14 in-degree
• src/transformers/data/processors3 files · 9 in-degree
• src/transformers/models/blip4 files · 7 in-degree
• src/transformers/models/bert3 files · 7 in-degree
• src/transformers/models/bark3 files · 7 in-degree
• src/transformers/models/biogpt3 files · 6 in-degree
• src/transformers/models/chmv23 files · 6 in-degree
• src/transformers/models/clip2 files · 6 in-degree
• src/transformers/models/beit3 files · 5 in-degree
• src/transformers/models/albert3 files · 5 in-degree
• src/transformers/models/bamba2 files · 5 in-degree
• src/transformers/integrations/mistral2 files · 5 in-degree
• src/transformers/models/aria3 files · 4 in-degree
• src/transformers/models/bridgetower3 files · 4 in-degree
• src/transformers/models/afmoe2 files · 4 in-degree

Circular dependencies (8)

• src/transformers/__init__.py to src/transformers/backbone_utils.py to src/transformers/configuration_utils.py to src/transformers/__init__.py
• src/transformers/__init__.py to src/transformers/backbone_utils.py to src/transformers/configuration_utils.py to src/transformers/generation/configuration_utils.py to src/transformers/__init__.py
• src/transformers/configuration_utils.py to src/transformers/generation/configuration_utils.py to src/transformers/configuration_utils.py
• src/transformers/__init__.py to src/transformers/backbone_utils.py to src/transformers/configuration_utils.py to src/transformers/generation/configuration_utils.py to src/transformers/modeling_utils.py to src/transformers/__init__.py
• src/transformers/configuration_utils.py to src/transformers/generation/configuration_utils.py to src/transformers/modeling_utils.py to src/transformers/configuration_utils.py
• src/transformers/modeling_utils.py to src/transformers/conversion_mapping.py to src/transformers/core_model_loading.py to src/transformers/integrations/accelerate.py to src/transformers/integrations/deepspeed.py to src/transformers/initialization.py to src/transformers/modeling_utils.py