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huggingface/accelerate

https://github.com/huggingface/accelerate.git · scanned 2026-05-18 14:47 UTC (2 weeks, 3 days ago) · 10 languages

644 findings (92 legacy + 552 scanner) 63rd percentile · Python · medium (20-100K LoC) Scanner says 77 (lower by 10)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 3 days ago · v3 · 248 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 85.0 0.15 12.75
security_score 34.0 0.25 8.50
testing_score 90.0 0.20 18.00
documentation_score 90.0 0.15 13.50
practices_score 72.0 0.15 10.80
code_quality 36.0 0.10 3.60
Overall 1.00 67.1
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all

All 2561 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
manage_process_group software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py:47
wrapped software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py:50
load_checkpoint_and_dispatch_fsdp2 software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py:69
load_checkpoint_and_dispatch_no_broadcast_from_rank0 software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py:1…
load_checkpoint_and_dispatch_ddp software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py:1…
setUp software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py:1…
test_load_checkpoint_and_dispatch_fsdp2 software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py:2…
test_load_checkpoint_and_dispatch_no_broadcast_from_rank0 software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py:2…
test_load_checkpoint_and_dispatch_ddp software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py:2…
__init__ software healthy tests/test_hooks.py:45
forward software healthy tests/test_hooks.py:51
pre_forward software healthy tests/test_hooks.py:56
post_forward software healthy tests/test_hooks.py:61
check_dtype_for_layerwise_upcasting software healthy tests/test_hooks.py:66
test_add_and_remove_hooks software healthy tests/test_hooks.py:94
test_append_and_remove_hooks software healthy tests/test_hooks.py:110
test_pre_forward_hook_is_executed software healthy tests/test_hooks.py:129
test_post_forward_hook_is_executed software healthy tests/test_hooks.py:153
test_no_grad_in_hook software healthy tests/test_hooks.py:176
test_align_devices_as_model_parallelism software healthy tests/test_hooks.py:193
test_align_devices_as_cpu_offload software healthy tests/test_hooks.py:221
test_attach_align_device_hook_as_cpu_offload software healthy tests/test_hooks.py:285
test_attach_align_device_hook_as_cpu_offload_with_weight_map software healthy tests/test_hooks.py:334
test_add_remove_hook_fx_graph_module software healthy tests/test_hooks.py:391
test_layerwise_upcasting_inference software healthy tests/test_hooks.py:446
test_cpu_offload_hook_moves_model software healthy tests/test_hooks.py:464
test_cpu_offload_hook_with_prev_module software healthy tests/test_hooks.py:486
test_gradient_sync_cpu_noop software healthy tests/test_grad_sync.py:35
test_gradient_sync_cpu_multi software healthy tests/test_grad_sync.py:39
test_gradient_sync_gpu software healthy tests/test_grad_sync.py:43
test_gradient_sync_gpu_multi software healthy tests/test_grad_sync.py:48
_should_skip_cp_test software healthy tests/test_dataclasses.py:31
_should_skip_sp_test software healthy tests/test_dataclasses.py:36
_should_skip_tp_test software healthy tests/test_dataclasses.py:45
mock_init_device_mesh software healthy tests/test_dataclasses.py:64
mock_init_mesh software healthy tests/test_dataclasses.py:65
mock_getitem software healthy tests/test_dataclasses.py:76
mock_flatten software healthy tests/test_dataclasses.py:79
test_get_mesh software healthy tests/test_dataclasses.py:107
test_build_device_mesh software healthy tests/test_dataclasses.py:146
test_from_env software healthy tests/test_dataclasses.py:199
test_cp_torch_handler software healthy tests/test_dataclasses.py:225
test_sp_deepspeed_handler software healthy tests/test_dataclasses.py:259
test_tp_handler software healthy tests/test_dataclasses.py:276
__init__ software healthy tests/test_big_modeling.py:574
forward software healthy tests/test_big_modeling.py:579
test_init_empty_weights software healthy tests/test_big_modeling.py:163
test_init_empty_weights_very_large_model software healthy tests/test_big_modeling.py:191
test_init_on_device software healthy tests/test_big_modeling.py:197
test_cpu_offload software healthy tests/test_big_modeling.py:204

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
README.md software healthy README.md
CONTRIBUTING.md software healthy CONTRIBUTING.md
.pre-commit-config.yaml software healthy .pre-commit-config.yaml
setup.py software warning setup.py
pyproject.toml software healthy pyproject.toml
Makefile software healthy Makefile
CODE_OF_CONDUCT.md software healthy CODE_OF_CONDUCT.md
README.md software healthy docker/README.md
Dockerfile software healthy docker/accelerate-gpu-deepspeed/Dockerfile
Dockerfile software healthy docker/accelerate-cpu/Dockerfile
Dockerfile software healthy docker/accelerate-gpu/Dockerfile
devcontainer.json software healthy .devcontainer/devcontainer.json
test_load_checkpoint_and_dispatch_with_broadcast.py software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py
test_hooks.py software healthy tests/test_hooks.py
test_grad_sync.py software healthy tests/test_grad_sync.py
test_dataclasses.py software healthy tests/test_dataclasses.py
test_big_modeling.py software healthy tests/test_big_modeling.py
__init__.py software healthy tests/__init__.py
test_compile.py software healthy tests/test_compile.py
test_launch.py software healthy tests/test_launch.py
test_quantization.py software healthy tests/test_quantization.py
test_cpu.py software healthy tests/test_cpu.py
test_fp8.py software healthy tests/test_fp8.py
test_utils.py software healthy tests/test_utils.py
test_memory_utils.py software healthy tests/test_memory_utils.py
test_kwargs_handlers.py software healthy tests/test_kwargs_handlers.py
test_metrics.py software healthy tests/test_metrics.py
test_modeling_utils.py software healthy tests/test_modeling_utils.py
test_tracking.py software healthy tests/test_tracking.py
test_cli.py software healthy tests/test_cli.py
test_sagemaker.py software healthy tests/test_sagemaker.py
test_accelerator.py software healthy tests/test_accelerator.py
test_examples.py software healthy tests/test_examples.py
test_state_checkpointing.py software healthy tests/test_state_checkpointing.py
test_data_loader.py software healthy tests/test_data_loader.py
test_tpu.py software healthy tests/test_tpu.py
test_logging.py software healthy tests/test_logging.py
test_optimizer.py software healthy tests/test_optimizer.py
test_offload.py software healthy tests/test_offload.py
test_imports.py software healthy tests/test_imports.py
test_scheduler.py software healthy tests/test_scheduler.py
xla_spawn.py software healthy tests/xla_spawn.py
test_multidevice.py software healthy tests/test_multidevice.py
test_fsdp.py software healthy tests/fsdp/test_fsdp.py
test_tp.py software healthy tests/tp/test_tp.py
fsdp2_tp_preparation_config.yaml software healthy tests/tp/fsdp2_tp_preparation_config.yaml
fsdp2_tp_preparation.py software healthy tests/tp/fsdp2_tp_preparation.py
0_12_0.yaml software healthy tests/test_configs/0_12_0.yaml
README.md software healthy tests/test_configs/README.md
0_28_0_mpi.yaml software healthy tests/test_configs/0_28_0_mpi.yaml

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
TestLoadCheckpointAndDispatchWithBroadcast software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py:1…
CLIArgs software healthy tests/test_load_checkpoint_and_dispatch_with_broadcast.py:2…
ModelForTest software healthy tests/test_hooks.py:44
PreForwardHook software healthy tests/test_hooks.py:55
PostForwardHook software healthy tests/test_hooks.py:60
HooksModelTester software healthy tests/test_hooks.py:65
SyncScheduler software healthy tests/test_grad_sync.py:31
TestParallelismConfig software healthy tests/test_dataclasses.py:62
ModelForTest software healthy tests/test_big_modeling.py:65
LinearWithNonPersistentBuffers software healthy tests/test_big_modeling.py:76
ModelForTestNonPersistentBuffers software healthy tests/test_big_modeling.py:92
ModelForTestCopy software healthy tests/test_big_modeling.py:103
ModelForTestTiedWeights software healthy tests/test_big_modeling.py:115
BiggerModelForTest software healthy tests/test_big_modeling.py:126
ModuleWithUnusedSubModules software healthy tests/test_big_modeling.py:140
ModelWithUnusedSubModulesForTest software healthy tests/test_big_modeling.py:149
BigModelingTester software healthy tests/test_big_modeling.py:162
SubModule software healthy tests/test_big_modeling.py:550
LinearModuleAndSubModule software healthy tests/test_big_modeling.py:558
ModelWithSubmodules software healthy tests/test_big_modeling.py:573
RegionalCompilationTester software healthy tests/test_compile.py:40
TestPrepareMultiGpuEnv software healthy tests/test_launch.py:21
BitsAndBytesConfigIntegration software healthy tests/test_quantization.py:36
MixedInt8EmptyModelTest software healthy tests/test_quantization.py:47
MixedInt8LoaddedModelTest software healthy tests/test_quantization.py:504
Bnb4BitEmptyModelTest software healthy tests/test_quantization.py:609
Bnb4BitTestLoadedModel software healthy tests/test_quantization.py:858
MultiCPUTester software healthy tests/test_cpu.py:22
TestTransformerEngine software healthy tests/test_fp8.py:91
TestTorchAO software healthy tests/test_fp8.py:205
UtilsTester software healthy tests/test_utils.py:73
Model software healthy tests/test_utils.py:295
QuantTensorBase software healthy tests/test_utils.py:404
Second software healthy tests/test_utils.py:409
MyUnittest software healthy tests/test_utils.py:549
MyUnittestWithDecorators software healthy tests/test_utils.py:562
_BaseCls software healthy tests/test_utils.py:582
MyUnittestWithInheritance software healthy tests/test_utils.py:587
TestMyPytest software healthy tests/test_utils.py:598
TestPytestWithWrapper software healthy tests/test_utils.py:618
_PytestBaseCls software healthy tests/test_utils.py:639
TestPytestWithInheritance software healthy tests/test_utils.py:644
ModelForTest software healthy tests/test_memory_utils.py:32
BigModelForTest software healthy tests/test_memory_utils.py:43
MemoryTest software healthy tests/test_memory_utils.py:52
MockClass software healthy tests/test_kwargs_handlers.py:44
KwargsHandlerTester software healthy tests/test_kwargs_handlers.py:50
MetricTester software healthy tests/test_metrics.py:37
ModelForTest software healthy tests/test_modeling_utils.py:61
NestedModelForTest software healthy tests/test_modeling_utils.py:72

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
docker software healthy docker
accelerate-gpu-deepspeed software healthy docker/accelerate-gpu-deepspeed
accelerate-cpu software healthy docker/accelerate-cpu
accelerate-gpu software healthy docker/accelerate-gpu
.devcontainer software healthy .devcontainer
tests software healthy tests
fsdp software healthy tests/fsdp
tp software healthy tests/tp
test_configs software healthy tests/test_configs
test_samples software healthy tests/test_samples
deepspeed software healthy tests/deepspeed
benchmarks software healthy benchmarks
big_model_inference software healthy benchmarks/big_model_inference
fp8 software healthy benchmarks/fp8
torchao software healthy benchmarks/fp8/torchao
transformer_engine software healthy benchmarks/fp8/transformer_engine
ms_amp software healthy benchmarks/fp8/ms_amp
fsdp2 software healthy benchmarks/fsdp2
torch.compile software healthy benchmarks/torch.compile
docs software healthy docs
source software healthy docs/source
concept_guides software healthy docs/source/concept_guides
usage_guides software healthy docs/source/usage_guides
basic_tutorials software healthy docs/source/basic_tutorials
package_reference software healthy docs/source/package_reference
utils software healthy utils
examples software healthy examples
deepspeed_config_templates software healthy examples/deepspeed_config_templates
by_feature software healthy examples/by_feature
alst_ulysses_sequence_parallelism software healthy examples/alst_ulysses_sequence_parallelism
torch_native_parallelism software healthy examples/torch_native_parallelism
configs software healthy examples/torch_native_parallelism/configs
config_yaml_templates software healthy examples/config_yaml_templates
inference software healthy examples/inference
pippy software healthy examples/inference/pippy
distributed software healthy examples/inference/distributed
slurm software healthy examples/slurm
manim_animations software healthy manim_animations
big_model_inference software healthy manim_animations/big_model_inference
dataloaders software healthy manim_animations/dataloaders
.github software healthy .github
ISSUE_TEMPLATE software healthy .github/ISSUE_TEMPLATE
workflows software healthy .github/workflows
src software healthy src
accelerate software healthy src/accelerate
commands software healthy src/accelerate/commands
config software healthy src/accelerate/commands/config
menu software healthy src/accelerate/commands/menu
utils software healthy src/accelerate/utils
test_utils software healthy src/accelerate/test_utils

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
run-trainer-tests cicd healthy .github/workflows/self_hosted_integration_tests.yml
run-skorch-tests cicd healthy .github/workflows/self_hosted_integration_tests.yml
run-tests cicd healthy .github/workflows/test.yml
trufflehog cicd healthy .github/workflows/trufflehog.yml
run-trainer-tests cicd healthy .github/workflows/integration_tests.yml
run_core_tests_single_gpu cicd healthy .github/workflows/run_merge_tests.yml
run_deepspeed_tests_single_gpu cicd healthy .github/workflows/run_merge_tests.yml
run_core_tests_multi_gpu cicd healthy .github/workflows/run_merge_tests.yml
run_deepspeed_tests_multi_gpu cicd healthy .github/workflows/run_merge_tests.yml
build cicd healthy .github/workflows/build_pr_documentation.yml
latest-cpu cicd healthy .github/workflows/build_docker_images.yml
latest-cuda cicd healthy .github/workflows/build_docker_images.yml
latest-cuda-deepspeed cicd healthy .github/workflows/build_docker_images.yml
latest-cuda-fp8-transformerengine cicd healthy .github/workflows/build_docker_images.yml
quality cicd healthy .github/workflows/quality.yml
run-tests cicd healthy .github/workflows/test_imports.yml
style cicd healthy .github/workflows/pr_style_bot.yml
check-for-source cicd healthy .github/workflows/build_and_run_tests.yml
build-docker-containers cicd healthy .github/workflows/build_and_run_tests.yml
run-merge-tests cicd healthy .github/workflows/build_and_run_tests.yml
run-integration-tests cicd healthy .github/workflows/build_and_run_tests.yml
run_core_tests_single_gpu cicd healthy .github/workflows/nightly.yml
run_deepspeed_tests_single_gpu cicd healthy .github/workflows/nightly.yml
run_core_tests_multi_gpu cicd healthy .github/workflows/nightly.yml
run_deepspeed_tests_multi_gpu cicd healthy .github/workflows/nightly.yml
run-integration-tests cicd healthy .github/workflows/nightly.yml
set-prev-day cicd healthy .github/workflows/fp8_runner.yml
run-fp8-tests cicd healthy .github/workflows/fp8_runner.yml
close_stale_issues cicd healthy .github/workflows/stale.yml
run-gaudi3-tests cicd healthy .github/workflows/gaudi3_scheduled.yml
get-version cicd healthy .github/workflows/build-docker-images-release.yml
version-cpu cicd healthy .github/workflows/build-docker-images-release.yml
version-cuda cicd healthy .github/workflows/build-docker-images-release.yml
version-cuda-deepspeed cicd healthy .github/workflows/build-docker-images-release.yml
version-cuda-fp8-transformerengine cicd healthy .github/workflows/build-docker-images-release.yml
build cicd healthy .github/workflows/upload_pr_documentation.yml
build cicd healthy .github/workflows/build_documentation.yml

LabelLayerStatusPath
gha::self_hosted_integration_tests cicd healthy .github/workflows/self_hosted_integration_tests.yml
gha::test cicd healthy .github/workflows/test.yml
gha::trufflehog cicd healthy .github/workflows/trufflehog.yml
gha::integration_tests cicd healthy .github/workflows/integration_tests.yml
gha::run_merge_tests cicd healthy .github/workflows/run_merge_tests.yml
gha::build_pr_documentation cicd healthy .github/workflows/build_pr_documentation.yml
gha::build_docker_images cicd healthy .github/workflows/build_docker_images.yml
gha::quality cicd healthy .github/workflows/quality.yml
gha::test_imports cicd healthy .github/workflows/test_imports.yml
gha::pr_style_bot cicd healthy .github/workflows/pr_style_bot.yml
gha::build_and_run_tests cicd healthy .github/workflows/build_and_run_tests.yml
gha::nightly cicd healthy .github/workflows/nightly.yml
gha::fp8_runner cicd healthy .github/workflows/fp8_runner.yml
gha::stale cicd healthy .github/workflows/stale.yml
gha::gaudi3_scheduled cicd healthy .github/workflows/gaudi3_scheduled.yml
gha::build-docker-images-release cicd healthy .github/workflows/build-docker-images-release.yml
gha::upload_pr_documentation cicd healthy .github/workflows/upload_pr_documentation.yml
gha::build_documentation cicd healthy .github/workflows/build_documentation.yml

LabelLayerStatusPath
HF_DOC_BUILD_PUSH cicd healthy
DOCKERHUB_USERNAME cicd healthy
COMMENT_BOT_TOKEN cicd healthy
SLACK_API_TOKEN cicd healthy
HF_BOT_STYLE_SECRET_PEM cicd healthy
DOCKERHUB_PASSWORD cicd healthy
GITHUB_TOKEN cicd healthy
HF_BOT_STYLE_APP_ID cicd healthy

LabelLayerStatusPath
image::docker/accelerate-gpu-deepspeed/Dockerfile hardware healthy docker/accelerate-gpu-deepspeed/Dockerfile
image::docker/accelerate-cpu/Dockerfile hardware healthy docker/accelerate-cpu/Dockerfile
image::docker/accelerate-gpu/Dockerfile hardware healthy docker/accelerate-gpu/Dockerfile
image::benchmarks/fp8/torchao/Dockerfile hardware healthy benchmarks/fp8/torchao/Dockerfile
image::benchmarks/fp8/transformer_engine/Dockerfile hardware healthy benchmarks/fp8/transformer_engine/Dockerfile
image::benchmarks/fp8/ms_amp/Dockerfile hardware healthy benchmarks/fp8/ms_amp/Dockerfile

LabelLayerStatusPath
vps::azure hardware healthy benchmarks/fp8/ms_amp/Dockerfile
vps::aws hardware healthy .github/workflows/self_hosted_integration_tests.yml
vps::gcp hardware healthy src/accelerate/commands/launch.py
vps::ec2 hardware healthy src/accelerate/commands/config/sagemaker.py

LabelLayerStatusPath
port:01 network healthy examples/slurm/submit_multigpu.sh
port:59 network healthy examples/slurm/submit_multigpu.sh
port:29500 network healthy src/accelerate/utils/other.py

LabelLayerStatusPath
repobility-clone-zzd_33c9 software healthy /tmp/repobility-clone-zzd_33c9

LabelLayerStatusPath
127.0.0.1 network healthy tests/test_launch.py

LabelLayerStatusPath
gpu (detected) hardware healthy docker/accelerate-gpu-deepspeed/Dockerfile
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