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)
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.
| 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 |
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.
| Label | Layer | Status | Path |
|---|---|---|---|
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.
| Label | Layer | Status | Path |
|---|---|---|---|
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.
| Label | Layer | Status | Path |
|---|---|---|---|
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.
| Label | Layer | Status | Path |
|---|---|---|---|
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.
| Label | Layer | Status | Path |
|---|---|---|---|
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 |
| Label | Layer | Status | Path |
|---|---|---|---|
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 |
| Label | Layer | Status | Path |
|---|---|---|---|
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 | — |
| Label | Layer | Status | Path |
|---|---|---|---|
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 |
| Label | Layer | Status | Path |
|---|---|---|---|
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 |
| Label | Layer | Status | Path |
|---|---|---|---|
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 |
| Label | Layer | Status | Path |
|---|---|---|---|
repobility-clone-zzd_33c9 |
software | healthy | /tmp/repobility-clone-zzd_33c9 |
| Label | Layer | Status | Path |
|---|---|---|---|
127.0.0.1 |
network | healthy | tests/test_launch.py |
| Label | Layer | Status | Path |
|---|---|---|---|
gpu (detected) |
hardware | healthy | docker/accelerate-gpu-deepspeed/Dockerfile |
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