huggingface/transformers

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https://github.com/huggingface/transformers.git · scanned 2026-05-17 20:10 UTC (2 weeks, 3 days ago) · 10 languages

2314 findings (164 legacy + 2150 scanner) 8/10 scanners ran 88th percentile · Python · huge (>500K LoC) Scanner says 78 (higher by 10)

File as issue Image v2 schema

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 3 days ago · v2 · 164 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

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Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 111 Medium 15 Low 26 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 164 9-layer 0 Crowd 0 Layer: Cicd 72 Security 16 Software 8 Quality 68

Exclude dismissed / FP Exclude test files

All 59429 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
`pytest_configure`	software	healthy	`conftest.py:85`
`pytest_collection_modifyitems`	software	healthy	`conftest.py:105`
`pytest_addoption`	software	healthy	`conftest.py:111`
`pytest_runtest_logreport`	software	healthy	`conftest.py:117`
`pytest_terminal_summary`	software	healthy	`conftest.py:123`
`pytest_sessionfinish`	software	healthy	`conftest.py:131`
`check_output`	software	healthy	`conftest.py:144`
`deps_list`	software	healthy	`setup.py:175`
`initialize_options`	software	dead	`setup.py:293`
`finalize_options`	software	dead	`setup.py:296`
`run`	software	healthy	`setup.py:299`
`setUpClass`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:30`
`tearDownClass`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:34`
`get_tokenizer`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:38`
`get_rust_tokenizer`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:46`
`get_tokenizers`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:49`
`test_sentencepiece_tokenize_and_convert_tokens_to_string`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:59`
`test_sentencepiece_tokenize_and_decode`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:92`
`test_save_sentencepiece_tokenizer`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:109`
`test_added_token_are_matched_longest_first`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:132`
`test_added_tokens_do_lower_case`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:156`
`test_add_tokens_tokenizer`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:193`
`test_add_special_tokens`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:245`
`test_add_tokens`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:248`
`test_compare_add_special_tokens`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:275`
`test_special_tokens_initialization`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:305`
`test_special_token_addition`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:317`
`test_alignment_methods`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:341`
`test_feat_extract_to_json_string`	software	healthy	`tests/test_feature_extraction_common.py:26`
`test_feat_extract_to_json_file`	software	healthy	`tests/test_feature_extraction_common.py:32`
`test_feat_extract_from_and_save_pretrained`	software	healthy	`tests/test_feature_extraction_common.py:42`
`test_init_without_params`	software	healthy	`tests/test_feature_extraction_common.py:52`
`get_random_image`	software	healthy	`tests/test_image_transforms.py:47`
`test_to_pil_image`	software	healthy	`tests/test_image_transforms.py:66`
`test_to_pil_image_from_float`	software	healthy	`tests/test_image_transforms.py:84`
`test_to_pil_image_from_mask`	software	healthy	`tests/test_image_transforms.py:99`
`test_to_pil_image_from_torch`	software	healthy	`tests/test_image_transforms.py:120`
`test_to_channel_dimension_format`	software	healthy	`tests/test_image_transforms.py:133`
`test_get_resize_output_image_size`	software	healthy	`tests/test_image_transforms.py:157`
`test_resize`	software	healthy	`tests/test_image_transforms.py:211`
`test_normalize`	software	healthy	`tests/test_image_transforms.py:244`
`test_center_crop`	software	healthy	`tests/test_image_transforms.py:313`
`test_center_to_corners_format`	software	healthy	`tests/test_image_transforms.py:345`
`test_corners_to_center_format`	software	healthy	`tests/test_image_transforms.py:353`
`test_rgb_to_id`	software	healthy	`tests/test_image_transforms.py:361`
`test_id_to_rgb`	software	healthy	`tests/test_image_transforms.py:384`
`test_pad`	software	healthy	`tests/test_image_transforms.py:406`
`test_convert_to_rgb`	software	healthy	`tests/test_image_transforms.py:566`
`test_flip_channel_order`	software	healthy	`tests/test_image_transforms.py:594`
`feat_extract_dict`	software	healthy	`tests/test_sequence_feature_extraction_common.py:30`

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

Label	Layer	Status	Path
`CustomOutputChecker`	software	healthy	`conftest.py:143`
`DepsTableUpdateCommand`	software	healthy	`setup.py:281`
`SentencePieceBackendTesterMixin`	software	healthy	`tests/test_sentencepiece_backend_mixin.py:15`
`FeatureExtractionSavingTestMixin`	software	healthy	`tests/test_feature_extraction_common.py:23`
`ImageTransformsTester`	software	healthy	`tests/test_image_transforms.py:54`
`SequenceFeatureExtractionTestMixin`	software	healthy	`tests/test_sequence_feature_extraction_common.py:24`
`TokenizersBackendTesterMixin`	software	healthy	`tests/test_tokenizers_backend_mixin.py:25`
`TokenizersBackendV5RoundtripIntegrationTest`	software	healthy	`tests/test_tokenizers_backend_mixin.py:492`
`TestMistralCommonBackend`	software	healthy	`tests/test_tokenization_mistral_common.py:72`
`ModelTesterMixin`	software	healthy	`tests/test_modeling_common.py:695`
`CopyClass`	software	healthy	`tests/test_modeling_common.py:1418`
`VideoProcessingTestMixin`	software	healthy	`tests/test_video_processing_common.py:98`
`MonkeyPatchTest`	software	healthy	`tests/test_monkey_patching.py:37`
`CustomModule`	software	healthy	`tests/test_monkey_patching.py:183`
`CustomModule1`	software	healthy	`tests/test_monkey_patching.py:117`
`CustomModule2`	software	healthy	`tests/test_monkey_patching.py:120`
`NotAModule`	software	healthy	`tests/test_monkey_patching.py:82`
`CustomLinear`	software	healthy	`tests/test_monkey_patching.py:152`
`OriginalModule`	software	healthy	`tests/test_monkey_patching.py:243`
`ReplacementModule`	software	healthy	`tests/test_monkey_patching.py:246`
`TestModel`	software	healthy	`tests/test_monkey_patching.py:336`
`CustomAttention`	software	healthy	`tests/test_monkey_patching.py:271`
`PatternReplacement`	software	healthy	`tests/test_monkey_patching.py:301`
`ExactReplacement`	software	healthy	`tests/test_monkey_patching.py:304`
`OriginalAttention`	software	healthy	`tests/test_monkey_patching.py:330`
`ReplacementAttention`	software	healthy	`tests/test_monkey_patching.py:333`
`MultiModalModelTester`	software	healthy	`tests/multimodal_tester.py:35`
`MultiModalModelTest`	software	healthy	`tests/multimodal_tester.py:214`
`ALMModelTester`	software	healthy	`tests/alm_tester.py:32`
`ALMModelTest`	software	healthy	`tests/alm_tester.py:144`
`ExecutorchTest`	software	healthy	`tests/test_executorch.py:30`
`TrainingTesterMixin`	software	healthy	`tests/test_training_mixin.py:30`
`VLMModelTester`	software	healthy	`tests/vlm_tester.py:31`
`VLMModelTest`	software	healthy	`tests/vlm_tester.py:122`
`PipelineTesterMixin`	software	healthy	`tests/test_pipeline_mixin.py:151`
`TensorParallelTesterMixin`	software	healthy	`tests/test_tensor_parallel_mixin.py:414`
`ProcessorTesterMixin`	software	healthy	`tests/test_processing_common.py:99`
`ConfigTester`	software	healthy	`tests/test_configuration_common.py:30`
`ImageProcessingTestMixin`	software	healthy	`tests/test_image_processing_common.py:152`
`AnnotationFormatTestMixin`	software	healthy	`tests/test_image_processing_common.py:665`
`CausalLMModelTester`	software	healthy	`tests/causal_lm_tester.py:50`
`CausalLMModelTest`	software	healthy	`tests/causal_lm_tester.py:273`
`TokenizersExtractor`	software	healthy	`tests/test_tokenization_common.py:200`
`TokenizerTesterMixin`	software	healthy	`tests/test_tokenization_common.py:305`
`TokenizersBackendCommonTest`	software	healthy	`tests/test_tokenization_common.py:2776`
`SentencePieceBackendCommonTest`	software	healthy	`tests/test_tokenization_common.py:2788`
`BackboneTesterMixin`	software	healthy	`tests/test_backbone_common.py:24`
`FastSpeech2ConformerTokenizerTest`	software	healthy	`tests/models/fastspeech2_conformer/test_tokenization_fastsp…`
`FastSpeech2ConformerModelTester`	software	healthy	`tests/models/fastspeech2_conformer/test_modeling_fastspeech…`
`FastSpeech2ConformerModelTest`	software	healthy	`tests/models/fastspeech2_conformer/test_modeling_fastspeech…`

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

Label	Layer	Status	Path
`awesome-transformers.md`	software	healthy	`awesome-transformers.md`
`conftest.py`	software	healthy	`conftest.py`
`README.md`	software	healthy	`README.md`
`CONTRIBUTING.md`	software	healthy	`CONTRIBUTING.md`
`ISSUES.md`	software	healthy	`ISSUES.md`
`setup.py`	software	healthy	`setup.py`
`pyproject.toml`	software	healthy	`pyproject.toml`
`Makefile`	software	healthy	`Makefile`
`MIGRATION_GUIDE_V5.md`	software	healthy	`MIGRATION_GUIDE_V5.md`
`CODE_OF_CONDUCT.md`	software	healthy	`CODE_OF_CONDUCT.md`
`SECURITY.md`	software	healthy	`SECURITY.md`
`quality.dockerfile`	software	healthy	`docker/quality.dockerfile`
`README.md`	software	healthy	`docker/README.md`
`exotic-models.dockerfile`	software	healthy	`docker/exotic-models.dockerfile`
`examples-torch.dockerfile`	software	healthy	`docker/examples-torch.dockerfile`
`torch-light.dockerfile`	software	healthy	`docker/torch-light.dockerfile`
`consistency.dockerfile`	software	healthy	`docker/consistency.dockerfile`
`custom-tokenizers.dockerfile`	software	healthy	`docker/custom-tokenizers.dockerfile`
`pipeline-torch.dockerfile`	software	healthy	`docker/pipeline-torch.dockerfile`
`Dockerfile`	software	healthy	`docker/transformers-pytorch-amd-gpu/Dockerfile`
`Dockerfile`	software	healthy	`docker/transformers-pytorch-deepspeed-latest-gpu/Dockerfile`
`Dockerfile`	software	healthy	`docker/transformers-pytorch-deepspeed-amd-gpu/Dockerfile`
`Dockerfile`	software	healthy	`docker/transformers-gpu/Dockerfile`
`Dockerfile`	software	healthy	`docker/transformers-pytorch-gpu/Dockerfile`
`Dockerfile`	software	healthy	`docker/transformers-pytorch-xpu/Dockerfile`
`Dockerfile`	software	healthy	`docker/transformers-intel-cpu/Dockerfile`
`dataset.yaml`	software	healthy	`docker/transformers-pytorch-tpu/dataset.yaml`
`Dockerfile`	software	healthy	`docker/transformers-pytorch-tpu/Dockerfile`
`docker-entrypoint.sh`	software	healthy	`docker/transformers-pytorch-tpu/docker-entrypoint.sh`
`Dockerfile`	software	healthy	`docker/transformers-pytorch-deepspeed-nightly-gpu/Dockerfile`
`Dockerfile`	software	healthy	`docker/transformers-doc-builder/Dockerfile`
`Dockerfile`	software	healthy	`docker/transformers-quantization-latest-gpu/Dockerfile`
`Dockerfile`	software	healthy	`docker/transformers-all-latest-gpu/Dockerfile`
`README_it.md`	software	healthy	`i18n/README_it.md`
`README_ko.md`	software	healthy	`i18n/README_ko.md`
`README_te.md`	software	healthy	`i18n/README_te.md`
`README_fa.md`	software	healthy	`i18n/README_fa.md`
`README_fr.md`	software	healthy	`i18n/README_fr.md`
`README_ur.md`	software	healthy	`i18n/README_ur.md`
`README_pt-br.md`	software	healthy	`i18n/README_pt-br.md`
`README_es.md`	software	healthy	`i18n/README_es.md`
`README_de.md`	software	healthy	`i18n/README_de.md`
`README_ru.md`	software	healthy	`i18n/README_ru.md`
`README_zh-hans.md`	software	healthy	`i18n/README_zh-hans.md`
`README_vi.md`	software	healthy	`i18n/README_vi.md`
`README_ja.md`	software	healthy	`i18n/README_ja.md`
`README_hd.md`	software	healthy	`i18n/README_hd.md`
`README_ar.md`	software	healthy	`i18n/README_ar.md`
`README_bn.md`	software	healthy	`i18n/README_bn.md`
`README_zh-hant.md`	software	healthy	`i18n/README_zh-hant.md`

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`
`transformers-pytorch-amd-gpu`	software	healthy	`docker/transformers-pytorch-amd-gpu`
`transformers-pytorch-deepspeed-latest-gpu`	software	healthy	`docker/transformers-pytorch-deepspeed-latest-gpu`
`transformers-pytorch-deepspeed-amd-gpu`	software	healthy	`docker/transformers-pytorch-deepspeed-amd-gpu`
`transformers-gpu`	software	healthy	`docker/transformers-gpu`
`transformers-pytorch-gpu`	software	healthy	`docker/transformers-pytorch-gpu`
`transformers-pytorch-xpu`	software	healthy	`docker/transformers-pytorch-xpu`
`transformers-intel-cpu`	software	healthy	`docker/transformers-intel-cpu`
`transformers-pytorch-tpu`	software	healthy	`docker/transformers-pytorch-tpu`
`transformers-pytorch-deepspeed-nightly-gpu`	software	healthy	`docker/transformers-pytorch-deepspeed-nightly-gpu`
`transformers-doc-builder`	software	healthy	`docker/transformers-doc-builder`
`transformers-quantization-latest-gpu`	software	healthy	`docker/transformers-quantization-latest-gpu`
`transformers-all-latest-gpu`	software	healthy	`docker/transformers-all-latest-gpu`
`i18n`	software	healthy	`i18n`
`tests`	software	healthy	`tests`
`models`	software	healthy	`tests/models`
`fastspeech2_conformer`	software	healthy	`tests/models/fastspeech2_conformer`
`parakeet`	software	healthy	`tests/models/parakeet`
`mra`	software	healthy	`tests/models/mra`
`csm`	software	healthy	`tests/models/csm`
`chinese_clip`	software	healthy	`tests/models/chinese_clip`
`hiera`	software	healthy	`tests/models/hiera`
`mistral`	software	healthy	`tests/models/mistral`
`conditional_detr`	software	healthy	`tests/models/conditional_detr`
`distilbert`	software	healthy	`tests/models/distilbert`
`sew_d`	software	healthy	`tests/models/sew_d`
`bartpho`	software	healthy	`tests/models/bartpho`
`sam2`	software	healthy	`tests/models/sam2`
`eurobert`	software	healthy	`tests/models/eurobert`
`helium`	software	healthy	`tests/models/helium`
`musicgen`	software	healthy	`tests/models/musicgen`
`esm`	software	healthy	`tests/models/esm`
`camembert`	software	healthy	`tests/models/camembert`
`qwen2_moe`	software	healthy	`tests/models/qwen2_moe`
`pegasus_x`	software	healthy	`tests/models/pegasus_x`
`llava_onevision`	software	healthy	`tests/models/llava_onevision`
`pp_ocrv5_mobile_rec`	software	healthy	`tests/models/pp_ocrv5_mobile_rec`
`ministral3`	software	healthy	`tests/models/ministral3`
`rf_detr`	software	healthy	`tests/models/rf_detr`
`imagegpt`	software	healthy	`tests/models/imagegpt`
`align`	software	healthy	`tests/models/align`
`granitemoehybrid`	software	healthy	`tests/models/granitemoehybrid`
`dots1`	software	healthy	`tests/models/dots1`
`gptj`	software	healthy	`tests/models/gptj`
`internvl`	software	healthy	`tests/models/internvl`
`gemma3n`	software	healthy	`tests/models/gemma3n`
`nllb`	software	healthy	`tests/models/nllb`
`gpt_neo`	software	healthy	`tests/models/gpt_neo`
`owlvit`	software	healthy	`tests/models/owlvit`
`data2vec`	software	healthy	`tests/models/data2vec`

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

Label	Layer	Status	Path
`latest-with-torch-nightly-docker`	cicd	healthy	`.github/workflows/build-nightly-ci-docker-images.yml`
`nightly-torch-deepspeed-docker`	cicd	healthy	`.github/workflows/build-nightly-ci-docker-images.yml`
`get-pr-info`	cicd	healthy	`.github/workflows/get-pr-info.yml`
`codeql`	cicd	healthy	`.github/workflows/codeql.yml`
`get-pr-number`	cicd	healthy	`.github/workflows/pr_slow_ci_suggestion.yml`
`get-pr-info`	cicd	healthy	`.github/workflows/pr_slow_ci_suggestion.yml`
`get-jobs`	cicd	healthy	`.github/workflows/pr_slow_ci_suggestion.yml`
`send_comment`	cicd	healthy	`.github/workflows/pr_slow_ci_suggestion.yml`
`build_and_package`	cicd	healthy	`.github/workflows/release-conda.yml`
`get-pr-number`	cicd	healthy	`.github/workflows/pr-repo-consistency-bot.yml`
`get-pr-info`	cicd	healthy	`.github/workflows/pr-repo-consistency-bot.yml`
`check-timestamps`	cicd	healthy	`.github/workflows/pr-repo-consistency-bot.yml`
`init_comment_with_url`	cicd	healthy	`.github/workflows/pr-repo-consistency-bot.yml`
`run-repo-consistency-checks`	cicd	healthy	`.github/workflows/pr-repo-consistency-bot.yml`
`commit-and-comment`	cicd	healthy	`.github/workflows/pr-repo-consistency-bot.yml`
`pr-ci`	cicd	healthy	`.github/workflows/pr-ci-caller.yml`
`trufflehog`	cicd	healthy	`.github/workflows/trufflehog.yml`
`setup`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`run_models_gpu`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`run_trainer_and_fsdp_gpu`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`run_pipelines_torch_gpu`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`run_examples_gpu`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`run_torch_cuda_extensions_gpu`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`run_quantization_torch_gpu`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`run_kernels_gpu`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`run_extract_warnings`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`send_results`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`check_new_failures`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`benchmark-v2`	cicd	healthy	`.github/workflows/benchmark_v2.yml`
`build_and_package`	cicd	healthy	`.github/workflows/update_metdata.yml`
`setup_check_new_failures`	cicd	healthy	`.github/workflows/check_failed_tests.yml`
`check_new_failures`	cicd	healthy	`.github/workflows/check_failed_tests.yml`
`process_new_failures_with_commit_info`	cicd	healthy	`.github/workflows/check_failed_tests.yml`
`anti-slop`	cicd	healthy	`.github/workflows/anti-slop.yml`
`setup`	cicd	healthy	`.github/workflows/self-scheduled-caller.yml`
`model-ci`	cicd	healthy	`.github/workflows/self-scheduled-caller.yml`
`torch-pipeline`	cicd	healthy	`.github/workflows/self-scheduled-caller.yml`
`example-ci`	cicd	healthy	`.github/workflows/self-scheduled-caller.yml`
`trainer-fsdp-ci`	cicd	healthy	`.github/workflows/self-scheduled-caller.yml`
`deepspeed-ci`	cicd	healthy	`.github/workflows/self-scheduled-caller.yml`
`quantization-ci`	cicd	healthy	`.github/workflows/self-scheduled-caller.yml`
`kernels-ci`	cicd	healthy	`.github/workflows/self-scheduled-caller.yml`
`build`	cicd	healthy	`.github/workflows/build_pr_documentation.yml`
`skip_merge_queue`	cicd	healthy	`.github/workflows/build_pr_documentation.yml`
`doc_build_status_check`	cicd	healthy	`.github/workflows/build_pr_documentation.yml`
`dispatch`	cicd	healthy	`.github/workflows/trl-ci-bot.yml`
`model-ci`	cicd	healthy	`.github/workflows/self-scheduled-intel-gaudi3-caller.yml`
`pipeline-ci`	cicd	healthy	`.github/workflows/self-scheduled-intel-gaudi3-caller.yml`
`example-ci`	cicd	healthy	`.github/workflows/self-scheduled-intel-gaudi3-caller.yml`
`deepspeed-ci`	cicd	healthy	`.github/workflows/self-scheduled-intel-gaudi3-caller.yml`

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

Label	Layer	Status	Path
`gha::build-nightly-ci-docker-images`	cicd	healthy	`.github/workflows/build-nightly-ci-docker-images.yml`
`gha::get-pr-info`	cicd	healthy	`.github/workflows/get-pr-info.yml`
`gha::codeql`	cicd	healthy	`.github/workflows/codeql.yml`
`gha::pr_slow_ci_suggestion`	cicd	healthy	`.github/workflows/pr_slow_ci_suggestion.yml`
`gha::release-conda`	cicd	healthy	`.github/workflows/release-conda.yml`
`gha::pr-repo-consistency-bot`	cicd	healthy	`.github/workflows/pr-repo-consistency-bot.yml`
`gha::pr-ci-caller`	cicd	healthy	`.github/workflows/pr-ci-caller.yml`
`gha::trufflehog`	cicd	healthy	`.github/workflows/trufflehog.yml`
`gha::self-scheduled`	cicd	healthy	`.github/workflows/self-scheduled.yml`
`gha::benchmark_v2`	cicd	healthy	`.github/workflows/benchmark_v2.yml`
`gha::update_metdata`	cicd	healthy	`.github/workflows/update_metdata.yml`
`gha::check_failed_tests`	cicd	healthy	`.github/workflows/check_failed_tests.yml`
`gha::anti-slop`	cicd	healthy	`.github/workflows/anti-slop.yml`
`gha::self-scheduled-caller`	cicd	healthy	`.github/workflows/self-scheduled-caller.yml`
`gha::build_pr_documentation`	cicd	healthy	`.github/workflows/build_pr_documentation.yml`
`gha::trl-ci-bot`	cicd	healthy	`.github/workflows/trl-ci-bot.yml`
`gha::self-scheduled-intel-gaudi3-caller`	cicd	healthy	`.github/workflows/self-scheduled-intel-gaudi3-caller.yml`
`gha::doctest_job`	cicd	healthy	`.github/workflows/doctest_job.yml`
`gha::self-comment-ci`	cicd	healthy	`.github/workflows/self-comment-ci.yml`
`gha::self-scheduled-amd-mi325-caller`	cicd	healthy	`.github/workflows/self-scheduled-amd-mi325-caller.yml`
`gha::self-scheduled-amd-caller`	cicd	healthy	`.github/workflows/self-scheduled-amd-caller.yml`
`gha::model_jobs`	cicd	healthy	`.github/workflows/model_jobs.yml`
`gha::self-scheduled-amd-mi355-caller`	cicd	healthy	`.github/workflows/self-scheduled-amd-mi355-caller.yml`
`gha::slack-report`	cicd	healthy	`.github/workflows/slack-report.yml`
`gha::benchmark_v2_mi325_caller`	cicd	healthy	`.github/workflows/benchmark_v2_mi325_caller.yml`
`gha::self-past-caller`	cicd	healthy	`.github/workflows/self-past-caller.yml`
`gha::collated-reports`	cicd	healthy	`.github/workflows/collated-reports.yml`
`gha::ssh-runner`	cicd	healthy	`.github/workflows/ssh-runner.yml`
`gha::assign-reviewers`	cicd	healthy	`.github/workflows/assign-reviewers.yml`
`gha::self-nightly-caller`	cicd	healthy	`.github/workflows/self-nightly-caller.yml`
`gha::release`	cicd	healthy	`.github/workflows/release.yml`
`gha::build-ci-docker-images`	cicd	healthy	`.github/workflows/build-ci-docker-images.yml`
`gha::pr_build_doc_with_comment`	cicd	healthy	`.github/workflows/pr_build_doc_with_comment.yml`
`gha::push-important-models`	cicd	healthy	`.github/workflows/push-important-models.yml`
`gha::get-pr-number`	cicd	healthy	`.github/workflows/get-pr-number.yml`
`gha::stale`	cicd	healthy	`.github/workflows/stale.yml`
`gha::extras-smoke-test`	cicd	healthy	`.github/workflows/extras-smoke-test.yml`
`gha::build-past-ci-docker-images`	cicd	healthy	`.github/workflows/build-past-ci-docker-images.yml`
`gha::upload_pr_documentation`	cicd	healthy	`.github/workflows/upload_pr_documentation.yml`
`gha::new_model_pr_merged_notification`	cicd	healthy	`.github/workflows/new_model_pr_merged_notification.yml`
`gha::self-scheduled-flash-attn-caller`	cicd	healthy	`.github/workflows/self-scheduled-flash-attn-caller.yml`
`gha::build-docker-images`	cicd	healthy	`.github/workflows/build-docker-images.yml`
`gha::benchmark`	cicd	healthy	`.github/workflows/benchmark.yml`
`gha::self-nightly-past-ci-caller`	cicd	healthy	`.github/workflows/self-nightly-past-ci-caller.yml`
`gha::build_documentation`	cicd	healthy	`.github/workflows/build_documentation.yml`
`gha::check_tiny_models`	cicd	healthy	`.github/workflows/check_tiny_models.yml`
`gha::model_jobs_intel_gaudi`	cicd	healthy	`.github/workflows/model_jobs_intel_gaudi.yml`
`gha::add-model-like`	cicd	healthy	`.github/workflows/add-model-like.yml`
`gha::doctests`	cicd	healthy	`.github/workflows/doctests.yml`
`gha::check-workflow-permissions`	cicd	healthy	`.github/workflows/check-workflow-permissions.yml`

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

Label	Layer	Status	Path
`HF_CI_WRITE_TOKEN`	cicd	healthy	`—`
`OTEL_EXPORTER_OTLP_ENDPOINT`	cicd	healthy	`—`
`SLACK_CHANNEL_ID`	cicd	healthy	`—`
`SLACK_TITLE`	cicd	healthy	`—`
`NUM_SLICES`	cicd	healthy	`—`
`HUGGINGFACE_PUSH`	cicd	healthy	`—`
`CI_SLACK_CHANNEL_DUMMY_TESTS`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`CI_SLACK_CHANNEL_ID_DAILY_DOCS`	cicd	healthy	`—`
`SLACK_WORKFLOW_URL`	cicd	healthy	`—`
`PUSH_TO_HUB_TOKEN`	cicd	healthy	`—`
`SLACK_CIFEEDBACK_BOT_TOKEN`	cicd	healthy	`—`
`CI_SLACK_CHANNEL_DOCKER`	cicd	healthy	`—`
`TAILSCALE_SSH_AUTHKEY`	cicd	healthy	`—`
`TRANSFORMERS_HUB_BOT_HF_TOKEN`	cicd	healthy	`—`
`ACCESS_REPO_INFO_TOKEN`	cicd	healthy	`—`
`CI_SLACK_CHANNEL_ID`	cicd	healthy	`—`
`COMMIT_SHA`	cicd	healthy	`—`
`TAG`	cicd	healthy	`—`
`ANACONDA_API_TOKEN`	cicd	healthy	`—`
`REPORT_TEXT`	cicd	healthy	`—`
`HF_HUB_READ_TOKEN`	cicd	healthy	`—`
`SLACK_MESSAGE`	cicd	healthy	`—`
`HF_STYLE_BOT_ACTION`	cicd	healthy	`—`
`COMMENT_BOT_TOKEN`	cicd	healthy	`—`
`TRANSFORMERS_CI_RESULTS_UPLOAD_TOKEN`	cicd	healthy	`—`
`TRL_CI_DISPATCH_TOKEN`	cicd	healthy	`—`
`NEW_MODEL`	cicd	healthy	`—`
`OTEL_TOKEN`	cicd	healthy	`—`
`CI_SLACK_BOT_TOKEN`	cicd	healthy	`—`
`DOCKERHUB_USERNAME`	cicd	healthy	`—`
`SLACKCHANNEL`	cicd	healthy	`—`
`CI_SLACK_CHANNEL_ID_DAILY`	cicd	healthy	`—`
`DOCKERHUB_PASSWORD`	cicd	healthy	`—`
`SLACK_CIFEEDBACK_CHANNEL`	cicd	healthy	`—`
`HF_DOC_BUILD_PUSH`	cicd	healthy	`—`
`LYSANDRE_HF_TOKEN`	cicd	healthy	`—`

Label	Layer	Status	Path
`port:8888`	network	healthy	`tests/sagemaker/scripts/pytorch/run_ddp.py`
`port:11211`	network	healthy	`examples/metrics-monitoring/docker-compose.yml`
`port:9090`	network	healthy	`examples/metrics-monitoring/docker-compose.yml`
`port:14268`	network	healthy	`examples/metrics-monitoring/docker-compose.yml`
`port:3200`	network	healthy	`examples/metrics-monitoring/docker-compose.yml`
`port:9095`	network	healthy	`examples/metrics-monitoring/docker-compose.yml`
`port:4317`	network	healthy	`examples/metrics-monitoring/docker-compose.yml`
`port:4318`	network	healthy	`examples/metrics-monitoring/docker-compose.yml`
`port:9411`	network	healthy	`examples/metrics-monitoring/docker-compose.yml`
`port:3000`	network	healthy	`examples/metrics-monitoring/docker-compose.yml`
`port:8000`	network	healthy	`examples/pytorch/transformers_serve_cb_eval_job.py`

Label	Layer	Status	Path
`POST /v1/chat/completions`	api	healthy	`src/transformers/cli/serving/server.py`
`POST /v1/completions`	api	healthy	`src/transformers/cli/serving/server.py`
`POST /v1/responses`	api	healthy	`src/transformers/cli/serving/server.py`
`POST /v1/audio/transcriptions`	api	healthy	`src/transformers/cli/serving/server.py`
`POST /load_model`	api	healthy	`src/transformers/cli/serving/server.py`
`POST /reset`	api	healthy	`src/transformers/cli/serving/server.py`
`GET /v1/models`	api	healthy	`src/transformers/cli/serving/server.py`
`GET /health`	api	healthy	`src/transformers/cli/serving/server.py`

Label	Layer	Status	Path
`8.2.4.2`	network	healthy	`docker/transformers-pytorch-deepspeed-nightly-gpu/Dockerfile`
`127.0.0.1`	network	healthy	`tests/utils/test_network_logging.py`
`104.171.200.62`	network	healthy	`examples/training/distributed_training.py`
`104.171.200.182`	network	healthy	`examples/training/distributed_training.py`
`26.0.162.46`	network	healthy	`examples/training/distributed_training.py`

Label	Layer	Status	Path
`postgresql`	data	healthy	`benchmark/grafana_datasource.yaml`
`postgres`	data	healthy	`benchmark/grafana_datasource.yaml`

Label	Layer	Status	Path
`vps::azure`	hardware	healthy	`tests/models/phi4_multimodal/test_modeling_phi4_multimodal.…`
`vps::aws`	hardware	healthy	`tests/sagemaker/conftest.py`

Label	Layer	Status	Path
`repobility-clone-w_uxg393`	software	healthy	`/tmp/repobility-clone-w_uxg393`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`docker/transformers-pytorch-amd-gpu/Dockerfile`

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Label	Layer	Status	Path
`image::docker/transformers-pytorch-amd-gpu/Dockerfile`	hardware	healthy	`docker/transformers-pytorch-amd-gpu/Dockerfile`
`image::docker/transformers-pytorch-deepspeed-latest-gpu/Doc…`	hardware	healthy	`docker/transformers-pytorch-deepspeed-latest-gpu/Dockerfile`
`image::docker/transformers-pytorch-deepspeed-amd-gpu/Docker…`	hardware	healthy	`docker/transformers-pytorch-deepspeed-amd-gpu/Dockerfile`
`image::docker/transformers-gpu/Dockerfile`	hardware	healthy	`docker/transformers-gpu/Dockerfile`
`image::docker/transformers-pytorch-gpu/Dockerfile`	hardware	healthy	`docker/transformers-pytorch-gpu/Dockerfile`
`image::docker/transformers-pytorch-xpu/Dockerfile`	hardware	healthy	`docker/transformers-pytorch-xpu/Dockerfile`
`image::docker/transformers-intel-cpu/Dockerfile`	hardware	healthy	`docker/transformers-intel-cpu/Dockerfile`
`image::docker/transformers-pytorch-tpu/Dockerfile`	hardware	healthy	`docker/transformers-pytorch-tpu/Dockerfile`
`image::docker/transformers-pytorch-deepspeed-nightly-gpu/Do…`	hardware	healthy	`docker/transformers-pytorch-deepspeed-nightly-gpu/Dockerfile`
`image::docker/transformers-doc-builder/Dockerfile`	hardware	healthy	`docker/transformers-doc-builder/Dockerfile`
`image::docker/transformers-quantization-latest-gpu/Dockerfi…`	hardware	healthy	`docker/transformers-quantization-latest-gpu/Dockerfile`
`image::docker/transformers-all-latest-gpu/Dockerfile`	hardware	healthy	`docker/transformers-all-latest-gpu/Dockerfile`
`memcached`	hardware	healthy	`examples/metrics-monitoring/docker-compose.yml`
`prometheus`	hardware	healthy	`examples/metrics-monitoring/docker-compose.yml`
`tempo`	hardware	healthy	`examples/metrics-monitoring/docker-compose.yml`
`grafana`	hardware	healthy	`examples/metrics-monitoring/docker-compose.yml`
`k8s::PersistentVolume::docker/transformers-pytorch-tpu/data…`	hardware	healthy	`docker/transformers-pytorch-tpu/dataset.yaml`
`k8s::PersistentVolumeClaim::docker/transformers-pytorch-tpu…`	hardware	healthy	`docker/transformers-pytorch-tpu/dataset.yaml`

huggingface/transformers

Complete repo analysis

function 50+

class 50+

file 50+

directory 50+

job 50+

pipeline 50+

env_var 37

container 18

port 11

endpoint 8

service 5

database 2

vps 2

repo 1

gpu 1