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- # Copyright 2020 The HuggingFace Team. All rights reserved.
- #
- # Licensed under the Apache License, Version 2.0 (the "License");
- # you may not use this file except in compliance with the License.
- # You may obtain a copy of the License at
- #
- # http://www.apache.org/licenses/LICENSE-2.0
- #
- # Unless required by applicable law or agreed to in writing, software
- # distributed under the License is distributed on an "AS IS" BASIS,
- # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- # See the License for the specific language governing permissions and
- # limitations under the License.
- # ***********
- # `huggingface_hub` init has 2 modes:
- # - Normal usage:
- # If imported to use it, all modules and functions are lazy-loaded. This means
- # they exist at top level in module but are imported only the first time they are
- # used. This way, `from huggingface_hub import something` will import `something`
- # quickly without the hassle of importing all the features from `huggingface_hub`.
- # - Static check:
- # If statically analyzed, all modules and functions are loaded normally. This way
- # static typing check works properly as well as autocomplete in text editors and
- # IDEs.
- #
- # The static model imports are done inside the `if TYPE_CHECKING:` statement at
- # the bottom of this file. Since module/functions imports are duplicated, it is
- # mandatory to make sure to add them twice when adding one. This is checked in the
- # `make quality` command.
- #
- # To update the static imports, please run the following command and commit the changes.
- # ```
- # # Use script
- # python utils/check_static_imports.py --update-file
- #
- # # Or run style on codebase
- # make style
- # ```
- #
- # ***********
- # Lazy loader vendored from https://github.com/scientific-python/lazy_loader
- import importlib
- import os
- import sys
- from typing import TYPE_CHECKING
- __version__ = "1.11.0"
- # Alphabetical order of definitions is ensured in tests
- # WARNING: any comment added in this dictionary definition will be lost when
- # re-generating the file !
- _SUBMOD_ATTRS = {
- "_buckets": [
- "BucketFile",
- "BucketFileMetadata",
- "BucketFolder",
- "BucketInfo",
- "BucketUrl",
- "SyncOperation",
- "SyncPlan",
- ],
- "_commit_scheduler": [
- "CommitScheduler",
- ],
- "_eval_results": [
- "EvalResultEntry",
- "eval_result_entries_to_yaml",
- "parse_eval_result_entries",
- ],
- "_inference_endpoints": [
- "InferenceEndpoint",
- "InferenceEndpointError",
- "InferenceEndpointStatus",
- "InferenceEndpointTimeoutError",
- "InferenceEndpointType",
- ],
- "_jobs_api": [
- "JobAccelerator",
- "JobHardware",
- "JobInfo",
- "JobOwner",
- "JobStage",
- "JobStatus",
- ],
- "_login": [
- "auth_list",
- "auth_switch",
- "interpreter_login",
- "login",
- "logout",
- "notebook_login",
- ],
- "_oauth": [
- "OAuthInfo",
- "OAuthOrgInfo",
- "OAuthUserInfo",
- "attach_huggingface_oauth",
- "parse_huggingface_oauth",
- ],
- "_snapshot_download": [
- "snapshot_download",
- ],
- "_space_api": [
- "SpaceHardware",
- "SpaceRuntime",
- "SpaceStage",
- "SpaceStorage",
- "SpaceVariable",
- "Volume",
- ],
- "_tensorboard_logger": [
- "HFSummaryWriter",
- ],
- "_webhooks_payload": [
- "WebhookPayload",
- "WebhookPayloadComment",
- "WebhookPayloadDiscussion",
- "WebhookPayloadDiscussionChanges",
- "WebhookPayloadEvent",
- "WebhookPayloadMovedTo",
- "WebhookPayloadRepo",
- "WebhookPayloadUrl",
- "WebhookPayloadWebhook",
- ],
- "_webhooks_server": [
- "WebhooksServer",
- "webhook_endpoint",
- ],
- "cli._cli_utils": [
- "check_cli_update",
- "typer_factory",
- ],
- "community": [
- "Discussion",
- "DiscussionComment",
- "DiscussionCommit",
- "DiscussionEvent",
- "DiscussionStatusChange",
- "DiscussionTitleChange",
- "DiscussionWithDetails",
- ],
- "constants": [
- "CONFIG_NAME",
- "FLAX_WEIGHTS_NAME",
- "HUGGINGFACE_CO_URL_HOME",
- "HUGGINGFACE_CO_URL_TEMPLATE",
- "PYTORCH_WEIGHTS_NAME",
- "REPO_TYPE_DATASET",
- "REPO_TYPE_MODEL",
- "REPO_TYPE_SPACE",
- "TF2_WEIGHTS_NAME",
- "TF_WEIGHTS_NAME",
- "is_offline_mode",
- ],
- "fastai_utils": [
- "_save_pretrained_fastai",
- "from_pretrained_fastai",
- "push_to_hub_fastai",
- ],
- "file_download": [
- "DryRunFileInfo",
- "HfFileMetadata",
- "_CACHED_NO_EXIST",
- "get_hf_file_metadata",
- "hf_hub_download",
- "hf_hub_url",
- "try_to_load_from_cache",
- ],
- "hf_api": [
- "Collection",
- "CollectionItem",
- "CommitInfo",
- "CommitOperation",
- "CommitOperationAdd",
- "CommitOperationCopy",
- "CommitOperationDelete",
- "DatasetInfo",
- "DatasetLeaderboardEntry",
- "GitCommitInfo",
- "GitRefInfo",
- "GitRefs",
- "HfApi",
- "KernelInfo",
- "ModelInfo",
- "Organization",
- "RepoFile",
- "RepoFolder",
- "RepoUrl",
- "SpaceInfo",
- "SpaceSearchResult",
- "User",
- "UserLikes",
- "WebhookInfo",
- "WebhookWatchedItem",
- "accept_access_request",
- "add_collection_item",
- "add_space_secret",
- "add_space_variable",
- "auth_check",
- "batch_bucket_files",
- "bucket_info",
- "cancel_access_request",
- "cancel_job",
- "change_discussion_status",
- "comment_discussion",
- "copy_files",
- "create_branch",
- "create_bucket",
- "create_collection",
- "create_commit",
- "create_discussion",
- "create_inference_endpoint",
- "create_inference_endpoint_from_catalog",
- "create_pull_request",
- "create_repo",
- "create_scheduled_job",
- "create_scheduled_uv_job",
- "create_tag",
- "create_webhook",
- "dataset_info",
- "delete_branch",
- "delete_bucket",
- "delete_collection",
- "delete_collection_item",
- "delete_file",
- "delete_folder",
- "delete_inference_endpoint",
- "delete_repo",
- "delete_scheduled_job",
- "delete_space_secret",
- "delete_space_storage",
- "delete_space_variable",
- "delete_space_volumes",
- "delete_tag",
- "delete_webhook",
- "disable_space_dev_mode",
- "disable_webhook",
- "download_bucket_files",
- "duplicate_repo",
- "duplicate_space",
- "edit_discussion_comment",
- "enable_space_dev_mode",
- "enable_webhook",
- "fetch_job_logs",
- "fetch_job_metrics",
- "fetch_space_logs",
- "file_exists",
- "get_bucket_file_metadata",
- "get_bucket_paths_info",
- "get_collection",
- "get_dataset_leaderboard",
- "get_dataset_tags",
- "get_discussion_details",
- "get_full_repo_name",
- "get_inference_endpoint",
- "get_local_safetensors_metadata",
- "get_model_tags",
- "get_organization_overview",
- "get_paths_info",
- "get_repo_discussions",
- "get_safetensors_metadata",
- "get_space_runtime",
- "get_space_variables",
- "get_user_overview",
- "get_webhook",
- "grant_access",
- "inspect_job",
- "inspect_scheduled_job",
- "kernel_info",
- "list_accepted_access_requests",
- "list_bucket_tree",
- "list_buckets",
- "list_collections",
- "list_daily_papers",
- "list_dataset_parquet_files",
- "list_datasets",
- "list_inference_catalog",
- "list_inference_endpoints",
- "list_jobs",
- "list_jobs_hardware",
- "list_lfs_files",
- "list_liked_repos",
- "list_models",
- "list_organization_followers",
- "list_organization_members",
- "list_papers",
- "list_pending_access_requests",
- "list_rejected_access_requests",
- "list_repo_commits",
- "list_repo_files",
- "list_repo_likers",
- "list_repo_refs",
- "list_repo_tree",
- "list_spaces",
- "list_user_followers",
- "list_user_following",
- "list_webhooks",
- "merge_pull_request",
- "model_info",
- "move_bucket",
- "move_repo",
- "paper_info",
- "parse_local_safetensors_file_metadata",
- "parse_safetensors_file_metadata",
- "pause_inference_endpoint",
- "pause_space",
- "permanently_delete_lfs_files",
- "preupload_lfs_files",
- "read_paper",
- "reject_access_request",
- "rename_discussion",
- "repo_exists",
- "repo_info",
- "repo_type_and_id_from_hf_id",
- "request_space_hardware",
- "request_space_storage",
- "restart_space",
- "resume_inference_endpoint",
- "resume_scheduled_job",
- "revision_exists",
- "run_as_future",
- "run_job",
- "run_uv_job",
- "scale_to_zero_inference_endpoint",
- "search_spaces",
- "set_space_sleep_time",
- "set_space_volumes",
- "space_info",
- "super_squash_history",
- "suspend_scheduled_job",
- "sync_bucket",
- "unlike",
- "update_collection_item",
- "update_collection_metadata",
- "update_inference_endpoint",
- "update_repo_settings",
- "update_webhook",
- "upload_file",
- "upload_folder",
- "upload_large_folder",
- "verify_repo_checksums",
- "whoami",
- ],
- "hf_file_system": [
- "HfFileSystem",
- "HfFileSystemFile",
- "HfFileSystemResolvedPath",
- "HfFileSystemStreamFile",
- "hffs",
- ],
- "hub_mixin": [
- "ModelHubMixin",
- "PyTorchModelHubMixin",
- ],
- "inference._client": [
- "InferenceClient",
- "InferenceTimeoutError",
- ],
- "inference._generated._async_client": [
- "AsyncInferenceClient",
- ],
- "inference._generated.types": [
- "AudioClassificationInput",
- "AudioClassificationOutputElement",
- "AudioClassificationOutputTransform",
- "AudioClassificationParameters",
- "AudioToAudioInput",
- "AudioToAudioOutputElement",
- "AutomaticSpeechRecognitionEarlyStoppingEnum",
- "AutomaticSpeechRecognitionGenerationParameters",
- "AutomaticSpeechRecognitionInput",
- "AutomaticSpeechRecognitionOutput",
- "AutomaticSpeechRecognitionOutputChunk",
- "AutomaticSpeechRecognitionParameters",
- "ChatCompletionInput",
- "ChatCompletionInputFunctionDefinition",
- "ChatCompletionInputFunctionName",
- "ChatCompletionInputGrammarType",
- "ChatCompletionInputJSONSchema",
- "ChatCompletionInputMessage",
- "ChatCompletionInputMessageChunk",
- "ChatCompletionInputMessageChunkType",
- "ChatCompletionInputResponseFormatJSONObject",
- "ChatCompletionInputResponseFormatJSONSchema",
- "ChatCompletionInputResponseFormatText",
- "ChatCompletionInputStreamOptions",
- "ChatCompletionInputTool",
- "ChatCompletionInputToolCall",
- "ChatCompletionInputToolChoiceClass",
- "ChatCompletionInputToolChoiceEnum",
- "ChatCompletionInputURL",
- "ChatCompletionOutput",
- "ChatCompletionOutputComplete",
- "ChatCompletionOutputFunctionDefinition",
- "ChatCompletionOutputLogprob",
- "ChatCompletionOutputLogprobs",
- "ChatCompletionOutputMessage",
- "ChatCompletionOutputToolCall",
- "ChatCompletionOutputTopLogprob",
- "ChatCompletionOutputUsage",
- "ChatCompletionStreamOutput",
- "ChatCompletionStreamOutputChoice",
- "ChatCompletionStreamOutputDelta",
- "ChatCompletionStreamOutputDeltaToolCall",
- "ChatCompletionStreamOutputFunction",
- "ChatCompletionStreamOutputLogprob",
- "ChatCompletionStreamOutputLogprobs",
- "ChatCompletionStreamOutputTopLogprob",
- "ChatCompletionStreamOutputUsage",
- "DepthEstimationInput",
- "DepthEstimationOutput",
- "DocumentQuestionAnsweringInput",
- "DocumentQuestionAnsweringInputData",
- "DocumentQuestionAnsweringOutputElement",
- "DocumentQuestionAnsweringParameters",
- "FeatureExtractionInput",
- "FeatureExtractionInputTruncationDirection",
- "FillMaskInput",
- "FillMaskOutputElement",
- "FillMaskParameters",
- "ImageClassificationInput",
- "ImageClassificationOutputElement",
- "ImageClassificationOutputTransform",
- "ImageClassificationParameters",
- "ImageSegmentationInput",
- "ImageSegmentationOutputElement",
- "ImageSegmentationParameters",
- "ImageSegmentationSubtask",
- "ImageTextToImageInput",
- "ImageTextToImageOutput",
- "ImageTextToImageParameters",
- "ImageTextToImageTargetSize",
- "ImageTextToVideoInput",
- "ImageTextToVideoOutput",
- "ImageTextToVideoParameters",
- "ImageTextToVideoTargetSize",
- "ImageToImageInput",
- "ImageToImageOutput",
- "ImageToImageParameters",
- "ImageToImageTargetSize",
- "ImageToTextEarlyStoppingEnum",
- "ImageToTextGenerationParameters",
- "ImageToTextInput",
- "ImageToTextOutput",
- "ImageToTextParameters",
- "ImageToVideoInput",
- "ImageToVideoOutput",
- "ImageToVideoParameters",
- "ImageToVideoTargetSize",
- "ObjectDetectionBoundingBox",
- "ObjectDetectionInput",
- "ObjectDetectionOutputElement",
- "ObjectDetectionParameters",
- "Padding",
- "QuestionAnsweringInput",
- "QuestionAnsweringInputData",
- "QuestionAnsweringOutputElement",
- "QuestionAnsweringParameters",
- "SentenceSimilarityInput",
- "SentenceSimilarityInputData",
- "SummarizationInput",
- "SummarizationOutput",
- "SummarizationParameters",
- "SummarizationTruncationStrategy",
- "TableQuestionAnsweringInput",
- "TableQuestionAnsweringInputData",
- "TableQuestionAnsweringOutputElement",
- "TableQuestionAnsweringParameters",
- "Text2TextGenerationInput",
- "Text2TextGenerationOutput",
- "Text2TextGenerationParameters",
- "Text2TextGenerationTruncationStrategy",
- "TextClassificationInput",
- "TextClassificationOutputElement",
- "TextClassificationOutputTransform",
- "TextClassificationParameters",
- "TextGenerationInput",
- "TextGenerationInputGenerateParameters",
- "TextGenerationInputGrammarType",
- "TextGenerationOutput",
- "TextGenerationOutputBestOfSequence",
- "TextGenerationOutputDetails",
- "TextGenerationOutputFinishReason",
- "TextGenerationOutputPrefillToken",
- "TextGenerationOutputToken",
- "TextGenerationStreamOutput",
- "TextGenerationStreamOutputStreamDetails",
- "TextGenerationStreamOutputToken",
- "TextToAudioEarlyStoppingEnum",
- "TextToAudioGenerationParameters",
- "TextToAudioInput",
- "TextToAudioOutput",
- "TextToAudioParameters",
- "TextToImageInput",
- "TextToImageOutput",
- "TextToImageParameters",
- "TextToSpeechEarlyStoppingEnum",
- "TextToSpeechGenerationParameters",
- "TextToSpeechInput",
- "TextToSpeechOutput",
- "TextToSpeechParameters",
- "TextToVideoInput",
- "TextToVideoOutput",
- "TextToVideoParameters",
- "TokenClassificationAggregationStrategy",
- "TokenClassificationInput",
- "TokenClassificationOutputElement",
- "TokenClassificationParameters",
- "TranslationInput",
- "TranslationOutput",
- "TranslationParameters",
- "TranslationTruncationStrategy",
- "TypeEnum",
- "VideoClassificationInput",
- "VideoClassificationOutputElement",
- "VideoClassificationOutputTransform",
- "VideoClassificationParameters",
- "VisualQuestionAnsweringInput",
- "VisualQuestionAnsweringInputData",
- "VisualQuestionAnsweringOutputElement",
- "VisualQuestionAnsweringParameters",
- "ZeroShotClassificationInput",
- "ZeroShotClassificationOutputElement",
- "ZeroShotClassificationParameters",
- "ZeroShotImageClassificationInput",
- "ZeroShotImageClassificationOutputElement",
- "ZeroShotImageClassificationParameters",
- "ZeroShotObjectDetectionBoundingBox",
- "ZeroShotObjectDetectionInput",
- "ZeroShotObjectDetectionOutputElement",
- "ZeroShotObjectDetectionParameters",
- ],
- "inference._mcp.agent": [
- "Agent",
- ],
- "inference._mcp.mcp_client": [
- "MCPClient",
- ],
- "repocard": [
- "DatasetCard",
- "ModelCard",
- "RepoCard",
- "SpaceCard",
- "metadata_eval_result",
- "metadata_load",
- "metadata_save",
- "metadata_update",
- ],
- "repocard_data": [
- "CardData",
- "DatasetCardData",
- "EvalResult",
- "ModelCardData",
- "SpaceCardData",
- ],
- "serialization": [
- "StateDictSplit",
- "get_torch_storage_id",
- "get_torch_storage_size",
- "load_state_dict_from_file",
- "load_torch_model",
- "save_torch_model",
- "save_torch_state_dict",
- "split_state_dict_into_shards_factory",
- "split_torch_state_dict_into_shards",
- ],
- "serialization._dduf": [
- "DDUFEntry",
- "export_entries_as_dduf",
- "export_folder_as_dduf",
- "read_dduf_file",
- ],
- "utils": [
- "ASYNC_CLIENT_FACTORY_T",
- "CLIENT_FACTORY_T",
- "CacheNotFound",
- "CachedFileInfo",
- "CachedRepoInfo",
- "CachedRevisionInfo",
- "CorruptedCacheException",
- "DeleteCacheStrategy",
- "HFCacheInfo",
- "cached_assets_path",
- "close_session",
- "dump_environment_info",
- "get_async_session",
- "get_session",
- "get_token",
- "hf_raise_for_status",
- "logging",
- "scan_cache_dir",
- "set_async_client_factory",
- "set_client_factory",
- ],
- }
- # WARNING: __all__ is generated automatically, Any manual edit will be lost when re-generating this file !
- #
- # To update the static imports, please run the following command and commit the changes.
- # ```
- # # Use script
- # python utils/check_all_variable.py --update
- #
- # # Or run style on codebase
- # make style
- # ```
- __all__ = [
- "ASYNC_CLIENT_FACTORY_T",
- "Agent",
- "AsyncInferenceClient",
- "AudioClassificationInput",
- "AudioClassificationOutputElement",
- "AudioClassificationOutputTransform",
- "AudioClassificationParameters",
- "AudioToAudioInput",
- "AudioToAudioOutputElement",
- "AutomaticSpeechRecognitionEarlyStoppingEnum",
- "AutomaticSpeechRecognitionGenerationParameters",
- "AutomaticSpeechRecognitionInput",
- "AutomaticSpeechRecognitionOutput",
- "AutomaticSpeechRecognitionOutputChunk",
- "AutomaticSpeechRecognitionParameters",
- "BucketFile",
- "BucketFileMetadata",
- "BucketFolder",
- "BucketInfo",
- "BucketUrl",
- "CLIENT_FACTORY_T",
- "CONFIG_NAME",
- "CacheNotFound",
- "CachedFileInfo",
- "CachedRepoInfo",
- "CachedRevisionInfo",
- "CardData",
- "ChatCompletionInput",
- "ChatCompletionInputFunctionDefinition",
- "ChatCompletionInputFunctionName",
- "ChatCompletionInputGrammarType",
- "ChatCompletionInputJSONSchema",
- "ChatCompletionInputMessage",
- "ChatCompletionInputMessageChunk",
- "ChatCompletionInputMessageChunkType",
- "ChatCompletionInputResponseFormatJSONObject",
- "ChatCompletionInputResponseFormatJSONSchema",
- "ChatCompletionInputResponseFormatText",
- "ChatCompletionInputStreamOptions",
- "ChatCompletionInputTool",
- "ChatCompletionInputToolCall",
- "ChatCompletionInputToolChoiceClass",
- "ChatCompletionInputToolChoiceEnum",
- "ChatCompletionInputURL",
- "ChatCompletionOutput",
- "ChatCompletionOutputComplete",
- "ChatCompletionOutputFunctionDefinition",
- "ChatCompletionOutputLogprob",
- "ChatCompletionOutputLogprobs",
- "ChatCompletionOutputMessage",
- "ChatCompletionOutputToolCall",
- "ChatCompletionOutputTopLogprob",
- "ChatCompletionOutputUsage",
- "ChatCompletionStreamOutput",
- "ChatCompletionStreamOutputChoice",
- "ChatCompletionStreamOutputDelta",
- "ChatCompletionStreamOutputDeltaToolCall",
- "ChatCompletionStreamOutputFunction",
- "ChatCompletionStreamOutputLogprob",
- "ChatCompletionStreamOutputLogprobs",
- "ChatCompletionStreamOutputTopLogprob",
- "ChatCompletionStreamOutputUsage",
- "Collection",
- "CollectionItem",
- "CommitInfo",
- "CommitOperation",
- "CommitOperationAdd",
- "CommitOperationCopy",
- "CommitOperationDelete",
- "CommitScheduler",
- "CorruptedCacheException",
- "DDUFEntry",
- "DatasetCard",
- "DatasetCardData",
- "DatasetInfo",
- "DatasetLeaderboardEntry",
- "DeleteCacheStrategy",
- "DepthEstimationInput",
- "DepthEstimationOutput",
- "Discussion",
- "DiscussionComment",
- "DiscussionCommit",
- "DiscussionEvent",
- "DiscussionStatusChange",
- "DiscussionTitleChange",
- "DiscussionWithDetails",
- "DocumentQuestionAnsweringInput",
- "DocumentQuestionAnsweringInputData",
- "DocumentQuestionAnsweringOutputElement",
- "DocumentQuestionAnsweringParameters",
- "DryRunFileInfo",
- "EvalResult",
- "EvalResultEntry",
- "FLAX_WEIGHTS_NAME",
- "FeatureExtractionInput",
- "FeatureExtractionInputTruncationDirection",
- "FillMaskInput",
- "FillMaskOutputElement",
- "FillMaskParameters",
- "GitCommitInfo",
- "GitRefInfo",
- "GitRefs",
- "HFCacheInfo",
- "HFSummaryWriter",
- "HUGGINGFACE_CO_URL_HOME",
- "HUGGINGFACE_CO_URL_TEMPLATE",
- "HfApi",
- "HfFileMetadata",
- "HfFileSystem",
- "HfFileSystemFile",
- "HfFileSystemResolvedPath",
- "HfFileSystemStreamFile",
- "ImageClassificationInput",
- "ImageClassificationOutputElement",
- "ImageClassificationOutputTransform",
- "ImageClassificationParameters",
- "ImageSegmentationInput",
- "ImageSegmentationOutputElement",
- "ImageSegmentationParameters",
- "ImageSegmentationSubtask",
- "ImageTextToImageInput",
- "ImageTextToImageOutput",
- "ImageTextToImageParameters",
- "ImageTextToImageTargetSize",
- "ImageTextToVideoInput",
- "ImageTextToVideoOutput",
- "ImageTextToVideoParameters",
- "ImageTextToVideoTargetSize",
- "ImageToImageInput",
- "ImageToImageOutput",
- "ImageToImageParameters",
- "ImageToImageTargetSize",
- "ImageToTextEarlyStoppingEnum",
- "ImageToTextGenerationParameters",
- "ImageToTextInput",
- "ImageToTextOutput",
- "ImageToTextParameters",
- "ImageToVideoInput",
- "ImageToVideoOutput",
- "ImageToVideoParameters",
- "ImageToVideoTargetSize",
- "InferenceClient",
- "InferenceEndpoint",
- "InferenceEndpointError",
- "InferenceEndpointStatus",
- "InferenceEndpointTimeoutError",
- "InferenceEndpointType",
- "InferenceTimeoutError",
- "JobAccelerator",
- "JobHardware",
- "JobInfo",
- "JobOwner",
- "JobStage",
- "JobStatus",
- "KernelInfo",
- "MCPClient",
- "ModelCard",
- "ModelCardData",
- "ModelHubMixin",
- "ModelInfo",
- "OAuthInfo",
- "OAuthOrgInfo",
- "OAuthUserInfo",
- "ObjectDetectionBoundingBox",
- "ObjectDetectionInput",
- "ObjectDetectionOutputElement",
- "ObjectDetectionParameters",
- "Organization",
- "PYTORCH_WEIGHTS_NAME",
- "Padding",
- "PyTorchModelHubMixin",
- "QuestionAnsweringInput",
- "QuestionAnsweringInputData",
- "QuestionAnsweringOutputElement",
- "QuestionAnsweringParameters",
- "REPO_TYPE_DATASET",
- "REPO_TYPE_MODEL",
- "REPO_TYPE_SPACE",
- "RepoCard",
- "RepoFile",
- "RepoFolder",
- "RepoUrl",
- "SentenceSimilarityInput",
- "SentenceSimilarityInputData",
- "SpaceCard",
- "SpaceCardData",
- "SpaceHardware",
- "SpaceInfo",
- "SpaceRuntime",
- "SpaceSearchResult",
- "SpaceStage",
- "SpaceStorage",
- "SpaceVariable",
- "StateDictSplit",
- "SummarizationInput",
- "SummarizationOutput",
- "SummarizationParameters",
- "SummarizationTruncationStrategy",
- "SyncOperation",
- "SyncPlan",
- "TF2_WEIGHTS_NAME",
- "TF_WEIGHTS_NAME",
- "TableQuestionAnsweringInput",
- "TableQuestionAnsweringInputData",
- "TableQuestionAnsweringOutputElement",
- "TableQuestionAnsweringParameters",
- "Text2TextGenerationInput",
- "Text2TextGenerationOutput",
- "Text2TextGenerationParameters",
- "Text2TextGenerationTruncationStrategy",
- "TextClassificationInput",
- "TextClassificationOutputElement",
- "TextClassificationOutputTransform",
- "TextClassificationParameters",
- "TextGenerationInput",
- "TextGenerationInputGenerateParameters",
- "TextGenerationInputGrammarType",
- "TextGenerationOutput",
- "TextGenerationOutputBestOfSequence",
- "TextGenerationOutputDetails",
- "TextGenerationOutputFinishReason",
- "TextGenerationOutputPrefillToken",
- "TextGenerationOutputToken",
- "TextGenerationStreamOutput",
- "TextGenerationStreamOutputStreamDetails",
- "TextGenerationStreamOutputToken",
- "TextToAudioEarlyStoppingEnum",
- "TextToAudioGenerationParameters",
- "TextToAudioInput",
- "TextToAudioOutput",
- "TextToAudioParameters",
- "TextToImageInput",
- "TextToImageOutput",
- "TextToImageParameters",
- "TextToSpeechEarlyStoppingEnum",
- "TextToSpeechGenerationParameters",
- "TextToSpeechInput",
- "TextToSpeechOutput",
- "TextToSpeechParameters",
- "TextToVideoInput",
- "TextToVideoOutput",
- "TextToVideoParameters",
- "TokenClassificationAggregationStrategy",
- "TokenClassificationInput",
- "TokenClassificationOutputElement",
- "TokenClassificationParameters",
- "TranslationInput",
- "TranslationOutput",
- "TranslationParameters",
- "TranslationTruncationStrategy",
- "TypeEnum",
- "User",
- "UserLikes",
- "VideoClassificationInput",
- "VideoClassificationOutputElement",
- "VideoClassificationOutputTransform",
- "VideoClassificationParameters",
- "VisualQuestionAnsweringInput",
- "VisualQuestionAnsweringInputData",
- "VisualQuestionAnsweringOutputElement",
- "VisualQuestionAnsweringParameters",
- "Volume",
- "WebhookInfo",
- "WebhookPayload",
- "WebhookPayloadComment",
- "WebhookPayloadDiscussion",
- "WebhookPayloadDiscussionChanges",
- "WebhookPayloadEvent",
- "WebhookPayloadMovedTo",
- "WebhookPayloadRepo",
- "WebhookPayloadUrl",
- "WebhookPayloadWebhook",
- "WebhookWatchedItem",
- "WebhooksServer",
- "ZeroShotClassificationInput",
- "ZeroShotClassificationOutputElement",
- "ZeroShotClassificationParameters",
- "ZeroShotImageClassificationInput",
- "ZeroShotImageClassificationOutputElement",
- "ZeroShotImageClassificationParameters",
- "ZeroShotObjectDetectionBoundingBox",
- "ZeroShotObjectDetectionInput",
- "ZeroShotObjectDetectionOutputElement",
- "ZeroShotObjectDetectionParameters",
- "_CACHED_NO_EXIST",
- "_save_pretrained_fastai",
- "accept_access_request",
- "add_collection_item",
- "add_space_secret",
- "add_space_variable",
- "attach_huggingface_oauth",
- "auth_check",
- "auth_list",
- "auth_switch",
- "batch_bucket_files",
- "bucket_info",
- "cached_assets_path",
- "cancel_access_request",
- "cancel_job",
- "change_discussion_status",
- "check_cli_update",
- "close_session",
- "comment_discussion",
- "copy_files",
- "create_branch",
- "create_bucket",
- "create_collection",
- "create_commit",
- "create_discussion",
- "create_inference_endpoint",
- "create_inference_endpoint_from_catalog",
- "create_pull_request",
- "create_repo",
- "create_scheduled_job",
- "create_scheduled_uv_job",
- "create_tag",
- "create_webhook",
- "dataset_info",
- "delete_branch",
- "delete_bucket",
- "delete_collection",
- "delete_collection_item",
- "delete_file",
- "delete_folder",
- "delete_inference_endpoint",
- "delete_repo",
- "delete_scheduled_job",
- "delete_space_secret",
- "delete_space_storage",
- "delete_space_variable",
- "delete_space_volumes",
- "delete_tag",
- "delete_webhook",
- "disable_space_dev_mode",
- "disable_webhook",
- "download_bucket_files",
- "dump_environment_info",
- "duplicate_repo",
- "duplicate_space",
- "edit_discussion_comment",
- "enable_space_dev_mode",
- "enable_webhook",
- "eval_result_entries_to_yaml",
- "export_entries_as_dduf",
- "export_folder_as_dduf",
- "fetch_job_logs",
- "fetch_job_metrics",
- "fetch_space_logs",
- "file_exists",
- "from_pretrained_fastai",
- "get_async_session",
- "get_bucket_file_metadata",
- "get_bucket_paths_info",
- "get_collection",
- "get_dataset_leaderboard",
- "get_dataset_tags",
- "get_discussion_details",
- "get_full_repo_name",
- "get_hf_file_metadata",
- "get_inference_endpoint",
- "get_local_safetensors_metadata",
- "get_model_tags",
- "get_organization_overview",
- "get_paths_info",
- "get_repo_discussions",
- "get_safetensors_metadata",
- "get_session",
- "get_space_runtime",
- "get_space_variables",
- "get_token",
- "get_torch_storage_id",
- "get_torch_storage_size",
- "get_user_overview",
- "get_webhook",
- "grant_access",
- "hf_hub_download",
- "hf_hub_url",
- "hf_raise_for_status",
- "hffs",
- "inspect_job",
- "inspect_scheduled_job",
- "interpreter_login",
- "is_offline_mode",
- "kernel_info",
- "list_accepted_access_requests",
- "list_bucket_tree",
- "list_buckets",
- "list_collections",
- "list_daily_papers",
- "list_dataset_parquet_files",
- "list_datasets",
- "list_inference_catalog",
- "list_inference_endpoints",
- "list_jobs",
- "list_jobs_hardware",
- "list_lfs_files",
- "list_liked_repos",
- "list_models",
- "list_organization_followers",
- "list_organization_members",
- "list_papers",
- "list_pending_access_requests",
- "list_rejected_access_requests",
- "list_repo_commits",
- "list_repo_files",
- "list_repo_likers",
- "list_repo_refs",
- "list_repo_tree",
- "list_spaces",
- "list_user_followers",
- "list_user_following",
- "list_webhooks",
- "load_state_dict_from_file",
- "load_torch_model",
- "logging",
- "login",
- "logout",
- "merge_pull_request",
- "metadata_eval_result",
- "metadata_load",
- "metadata_save",
- "metadata_update",
- "model_info",
- "move_bucket",
- "move_repo",
- "notebook_login",
- "paper_info",
- "parse_eval_result_entries",
- "parse_huggingface_oauth",
- "parse_local_safetensors_file_metadata",
- "parse_safetensors_file_metadata",
- "pause_inference_endpoint",
- "pause_space",
- "permanently_delete_lfs_files",
- "preupload_lfs_files",
- "push_to_hub_fastai",
- "read_dduf_file",
- "read_paper",
- "reject_access_request",
- "rename_discussion",
- "repo_exists",
- "repo_info",
- "repo_type_and_id_from_hf_id",
- "request_space_hardware",
- "request_space_storage",
- "restart_space",
- "resume_inference_endpoint",
- "resume_scheduled_job",
- "revision_exists",
- "run_as_future",
- "run_job",
- "run_uv_job",
- "save_torch_model",
- "save_torch_state_dict",
- "scale_to_zero_inference_endpoint",
- "scan_cache_dir",
- "search_spaces",
- "set_async_client_factory",
- "set_client_factory",
- "set_space_sleep_time",
- "set_space_volumes",
- "snapshot_download",
- "space_info",
- "split_state_dict_into_shards_factory",
- "split_torch_state_dict_into_shards",
- "super_squash_history",
- "suspend_scheduled_job",
- "sync_bucket",
- "try_to_load_from_cache",
- "typer_factory",
- "unlike",
- "update_collection_item",
- "update_collection_metadata",
- "update_inference_endpoint",
- "update_repo_settings",
- "update_webhook",
- "upload_file",
- "upload_folder",
- "upload_large_folder",
- "verify_repo_checksums",
- "webhook_endpoint",
- "whoami",
- ]
- def _attach(package_name, submodules=None, submod_attrs=None):
- """Attach lazily loaded submodules, functions, or other attributes.
- Typically, modules import submodules and attributes as follows:
- ```py
- import mysubmodule
- import anothersubmodule
- from .foo import someattr
- ```
- The idea is to replace a package's `__getattr__`, `__dir__`, such that all imports
- work exactly the way they would with normal imports, except that the import occurs
- upon first use.
- The typical way to call this function, replacing the above imports, is:
- ```python
- __getattr__, __dir__ = lazy.attach(
- __name__,
- ['mysubmodule', 'anothersubmodule'],
- {'foo': ['someattr']}
- )
- ```
- This functionality requires Python 3.7 or higher.
- Args:
- package_name (`str`):
- Typically use `__name__`.
- submodules (`set`):
- List of submodules to attach.
- submod_attrs (`dict`):
- Dictionary of submodule -> list of attributes / functions.
- These attributes are imported as they are used.
- Returns:
- __getattr__, __dir__, __all__
- """
- if submod_attrs is None:
- submod_attrs = {}
- if submodules is None:
- submodules = set()
- else:
- submodules = set(submodules)
- attr_to_modules = {attr: mod for mod, attrs in submod_attrs.items() for attr in attrs}
- def __getattr__(name):
- if name in submodules:
- try:
- return importlib.import_module(f"{package_name}.{name}")
- except Exception as e:
- print(f"Error importing {package_name}.{name}: {e}")
- raise
- elif name in attr_to_modules:
- submod_path = f"{package_name}.{attr_to_modules[name]}"
- try:
- submod = importlib.import_module(submod_path)
- except Exception as e:
- print(f"Error importing {submod_path}: {e}")
- raise
- attr = getattr(submod, name)
- # If the attribute lives in a file (module) with the same
- # name as the attribute, ensure that the attribute and *not*
- # the module is accessible on the package.
- if name == attr_to_modules[name]:
- pkg = sys.modules[package_name]
- pkg.__dict__[name] = attr
- return attr
- else:
- raise AttributeError(f"No {package_name} attribute {name}")
- def __dir__():
- return __all__
- return __getattr__, __dir__
- __getattr__, __dir__ = _attach(__name__, submodules=[], submod_attrs=_SUBMOD_ATTRS)
- if os.environ.get("EAGER_IMPORT", ""):
- for attr in __all__:
- __getattr__(attr)
- # WARNING: any content below this statement is generated automatically. Any manual edit
- # will be lost when re-generating this file !
- #
- # To update the static imports, please run the following command and commit the changes.
- # ```
- # # Use script
- # python utils/check_static_imports.py --update
- #
- # # Or run style on codebase
- # make style
- # ```
- if TYPE_CHECKING: # pragma: no cover
- from ._buckets import (
- BucketFile, # noqa: F401
- BucketFileMetadata, # noqa: F401
- BucketFolder, # noqa: F401
- BucketInfo, # noqa: F401
- BucketUrl, # noqa: F401
- SyncOperation, # noqa: F401
- SyncPlan, # noqa: F401
- )
- from ._commit_scheduler import CommitScheduler # noqa: F401
- from ._eval_results import (
- EvalResultEntry, # noqa: F401
- eval_result_entries_to_yaml, # noqa: F401
- parse_eval_result_entries, # noqa: F401
- )
- from ._inference_endpoints import (
- InferenceEndpoint, # noqa: F401
- InferenceEndpointError, # noqa: F401
- InferenceEndpointStatus, # noqa: F401
- InferenceEndpointTimeoutError, # noqa: F401
- InferenceEndpointType, # noqa: F401
- )
- from ._jobs_api import (
- JobAccelerator, # noqa: F401
- JobHardware, # noqa: F401
- JobInfo, # noqa: F401
- JobOwner, # noqa: F401
- JobStage, # noqa: F401
- JobStatus, # noqa: F401
- )
- from ._login import (
- auth_list, # noqa: F401
- auth_switch, # noqa: F401
- interpreter_login, # noqa: F401
- login, # noqa: F401
- logout, # noqa: F401
- notebook_login, # noqa: F401
- )
- from ._oauth import (
- OAuthInfo, # noqa: F401
- OAuthOrgInfo, # noqa: F401
- OAuthUserInfo, # noqa: F401
- attach_huggingface_oauth, # noqa: F401
- parse_huggingface_oauth, # noqa: F401
- )
- from ._snapshot_download import snapshot_download # noqa: F401
- from ._space_api import (
- SpaceHardware, # noqa: F401
- SpaceRuntime, # noqa: F401
- SpaceStage, # noqa: F401
- SpaceStorage, # noqa: F401
- SpaceVariable, # noqa: F401
- Volume, # noqa: F401
- )
- from ._tensorboard_logger import HFSummaryWriter # noqa: F401
- from ._webhooks_payload import (
- WebhookPayload, # noqa: F401
- WebhookPayloadComment, # noqa: F401
- WebhookPayloadDiscussion, # noqa: F401
- WebhookPayloadDiscussionChanges, # noqa: F401
- WebhookPayloadEvent, # noqa: F401
- WebhookPayloadMovedTo, # noqa: F401
- WebhookPayloadRepo, # noqa: F401
- WebhookPayloadUrl, # noqa: F401
- WebhookPayloadWebhook, # noqa: F401
- )
- from ._webhooks_server import (
- WebhooksServer, # noqa: F401
- webhook_endpoint, # noqa: F401
- )
- from .cli._cli_utils import (
- check_cli_update, # noqa: F401
- typer_factory, # noqa: F401
- )
- from .community import (
- Discussion, # noqa: F401
- DiscussionComment, # noqa: F401
- DiscussionCommit, # noqa: F401
- DiscussionEvent, # noqa: F401
- DiscussionStatusChange, # noqa: F401
- DiscussionTitleChange, # noqa: F401
- DiscussionWithDetails, # noqa: F401
- )
- from .constants import (
- CONFIG_NAME, # noqa: F401
- FLAX_WEIGHTS_NAME, # noqa: F401
- HUGGINGFACE_CO_URL_HOME, # noqa: F401
- HUGGINGFACE_CO_URL_TEMPLATE, # noqa: F401
- PYTORCH_WEIGHTS_NAME, # noqa: F401
- REPO_TYPE_DATASET, # noqa: F401
- REPO_TYPE_MODEL, # noqa: F401
- REPO_TYPE_SPACE, # noqa: F401
- TF2_WEIGHTS_NAME, # noqa: F401
- TF_WEIGHTS_NAME, # noqa: F401
- is_offline_mode, # noqa: F401
- )
- from .fastai_utils import (
- _save_pretrained_fastai, # noqa: F401
- from_pretrained_fastai, # noqa: F401
- push_to_hub_fastai, # noqa: F401
- )
- from .file_download import (
- _CACHED_NO_EXIST, # noqa: F401
- DryRunFileInfo, # noqa: F401
- HfFileMetadata, # noqa: F401
- get_hf_file_metadata, # noqa: F401
- hf_hub_download, # noqa: F401
- hf_hub_url, # noqa: F401
- try_to_load_from_cache, # noqa: F401
- )
- from .hf_api import (
- Collection, # noqa: F401
- CollectionItem, # noqa: F401
- CommitInfo, # noqa: F401
- CommitOperation, # noqa: F401
- CommitOperationAdd, # noqa: F401
- CommitOperationCopy, # noqa: F401
- CommitOperationDelete, # noqa: F401
- DatasetInfo, # noqa: F401
- DatasetLeaderboardEntry, # noqa: F401
- GitCommitInfo, # noqa: F401
- GitRefInfo, # noqa: F401
- GitRefs, # noqa: F401
- HfApi, # noqa: F401
- KernelInfo, # noqa: F401
- ModelInfo, # noqa: F401
- Organization, # noqa: F401
- RepoFile, # noqa: F401
- RepoFolder, # noqa: F401
- RepoUrl, # noqa: F401
- SpaceInfo, # noqa: F401
- SpaceSearchResult, # noqa: F401
- User, # noqa: F401
- UserLikes, # noqa: F401
- WebhookInfo, # noqa: F401
- WebhookWatchedItem, # noqa: F401
- accept_access_request, # noqa: F401
- add_collection_item, # noqa: F401
- add_space_secret, # noqa: F401
- add_space_variable, # noqa: F401
- auth_check, # noqa: F401
- batch_bucket_files, # noqa: F401
- bucket_info, # noqa: F401
- cancel_access_request, # noqa: F401
- cancel_job, # noqa: F401
- change_discussion_status, # noqa: F401
- comment_discussion, # noqa: F401
- copy_files, # noqa: F401
- create_branch, # noqa: F401
- create_bucket, # noqa: F401
- create_collection, # noqa: F401
- create_commit, # noqa: F401
- create_discussion, # noqa: F401
- create_inference_endpoint, # noqa: F401
- create_inference_endpoint_from_catalog, # noqa: F401
- create_pull_request, # noqa: F401
- create_repo, # noqa: F401
- create_scheduled_job, # noqa: F401
- create_scheduled_uv_job, # noqa: F401
- create_tag, # noqa: F401
- create_webhook, # noqa: F401
- dataset_info, # noqa: F401
- delete_branch, # noqa: F401
- delete_bucket, # noqa: F401
- delete_collection, # noqa: F401
- delete_collection_item, # noqa: F401
- delete_file, # noqa: F401
- delete_folder, # noqa: F401
- delete_inference_endpoint, # noqa: F401
- delete_repo, # noqa: F401
- delete_scheduled_job, # noqa: F401
- delete_space_secret, # noqa: F401
- delete_space_storage, # noqa: F401
- delete_space_variable, # noqa: F401
- delete_space_volumes, # noqa: F401
- delete_tag, # noqa: F401
- delete_webhook, # noqa: F401
- disable_space_dev_mode, # noqa: F401
- disable_webhook, # noqa: F401
- download_bucket_files, # noqa: F401
- duplicate_repo, # noqa: F401
- duplicate_space, # noqa: F401
- edit_discussion_comment, # noqa: F401
- enable_space_dev_mode, # noqa: F401
- enable_webhook, # noqa: F401
- fetch_job_logs, # noqa: F401
- fetch_job_metrics, # noqa: F401
- fetch_space_logs, # noqa: F401
- file_exists, # noqa: F401
- get_bucket_file_metadata, # noqa: F401
- get_bucket_paths_info, # noqa: F401
- get_collection, # noqa: F401
- get_dataset_leaderboard, # noqa: F401
- get_dataset_tags, # noqa: F401
- get_discussion_details, # noqa: F401
- get_full_repo_name, # noqa: F401
- get_inference_endpoint, # noqa: F401
- get_local_safetensors_metadata, # noqa: F401
- get_model_tags, # noqa: F401
- get_organization_overview, # noqa: F401
- get_paths_info, # noqa: F401
- get_repo_discussions, # noqa: F401
- get_safetensors_metadata, # noqa: F401
- get_space_runtime, # noqa: F401
- get_space_variables, # noqa: F401
- get_user_overview, # noqa: F401
- get_webhook, # noqa: F401
- grant_access, # noqa: F401
- inspect_job, # noqa: F401
- inspect_scheduled_job, # noqa: F401
- kernel_info, # noqa: F401
- list_accepted_access_requests, # noqa: F401
- list_bucket_tree, # noqa: F401
- list_buckets, # noqa: F401
- list_collections, # noqa: F401
- list_daily_papers, # noqa: F401
- list_dataset_parquet_files, # noqa: F401
- list_datasets, # noqa: F401
- list_inference_catalog, # noqa: F401
- list_inference_endpoints, # noqa: F401
- list_jobs, # noqa: F401
- list_jobs_hardware, # noqa: F401
- list_lfs_files, # noqa: F401
- list_liked_repos, # noqa: F401
- list_models, # noqa: F401
- list_organization_followers, # noqa: F401
- list_organization_members, # noqa: F401
- list_papers, # noqa: F401
- list_pending_access_requests, # noqa: F401
- list_rejected_access_requests, # noqa: F401
- list_repo_commits, # noqa: F401
- list_repo_files, # noqa: F401
- list_repo_likers, # noqa: F401
- list_repo_refs, # noqa: F401
- list_repo_tree, # noqa: F401
- list_spaces, # noqa: F401
- list_user_followers, # noqa: F401
- list_user_following, # noqa: F401
- list_webhooks, # noqa: F401
- merge_pull_request, # noqa: F401
- model_info, # noqa: F401
- move_bucket, # noqa: F401
- move_repo, # noqa: F401
- paper_info, # noqa: F401
- parse_local_safetensors_file_metadata, # noqa: F401
- parse_safetensors_file_metadata, # noqa: F401
- pause_inference_endpoint, # noqa: F401
- pause_space, # noqa: F401
- permanently_delete_lfs_files, # noqa: F401
- preupload_lfs_files, # noqa: F401
- read_paper, # noqa: F401
- reject_access_request, # noqa: F401
- rename_discussion, # noqa: F401
- repo_exists, # noqa: F401
- repo_info, # noqa: F401
- repo_type_and_id_from_hf_id, # noqa: F401
- request_space_hardware, # noqa: F401
- request_space_storage, # noqa: F401
- restart_space, # noqa: F401
- resume_inference_endpoint, # noqa: F401
- resume_scheduled_job, # noqa: F401
- revision_exists, # noqa: F401
- run_as_future, # noqa: F401
- run_job, # noqa: F401
- run_uv_job, # noqa: F401
- scale_to_zero_inference_endpoint, # noqa: F401
- search_spaces, # noqa: F401
- set_space_sleep_time, # noqa: F401
- set_space_volumes, # noqa: F401
- space_info, # noqa: F401
- super_squash_history, # noqa: F401
- suspend_scheduled_job, # noqa: F401
- sync_bucket, # noqa: F401
- unlike, # noqa: F401
- update_collection_item, # noqa: F401
- update_collection_metadata, # noqa: F401
- update_inference_endpoint, # noqa: F401
- update_repo_settings, # noqa: F401
- update_webhook, # noqa: F401
- upload_file, # noqa: F401
- upload_folder, # noqa: F401
- upload_large_folder, # noqa: F401
- verify_repo_checksums, # noqa: F401
- whoami, # noqa: F401
- )
- from .hf_file_system import (
- HfFileSystem, # noqa: F401
- HfFileSystemFile, # noqa: F401
- HfFileSystemResolvedPath, # noqa: F401
- HfFileSystemStreamFile, # noqa: F401
- hffs, # noqa: F401
- )
- from .hub_mixin import (
- ModelHubMixin, # noqa: F401
- PyTorchModelHubMixin, # noqa: F401
- )
- from .inference._client import (
- InferenceClient, # noqa: F401
- InferenceTimeoutError, # noqa: F401
- )
- from .inference._generated._async_client import AsyncInferenceClient # noqa: F401
- from .inference._generated.types import (
- AudioClassificationInput, # noqa: F401
- AudioClassificationOutputElement, # noqa: F401
- AudioClassificationOutputTransform, # noqa: F401
- AudioClassificationParameters, # noqa: F401
- AudioToAudioInput, # noqa: F401
- AudioToAudioOutputElement, # noqa: F401
- AutomaticSpeechRecognitionEarlyStoppingEnum, # noqa: F401
- AutomaticSpeechRecognitionGenerationParameters, # noqa: F401
- AutomaticSpeechRecognitionInput, # noqa: F401
- AutomaticSpeechRecognitionOutput, # noqa: F401
- AutomaticSpeechRecognitionOutputChunk, # noqa: F401
- AutomaticSpeechRecognitionParameters, # noqa: F401
- ChatCompletionInput, # noqa: F401
- ChatCompletionInputFunctionDefinition, # noqa: F401
- ChatCompletionInputFunctionName, # noqa: F401
- ChatCompletionInputGrammarType, # noqa: F401
- ChatCompletionInputJSONSchema, # noqa: F401
- ChatCompletionInputMessage, # noqa: F401
- ChatCompletionInputMessageChunk, # noqa: F401
- ChatCompletionInputMessageChunkType, # noqa: F401
- ChatCompletionInputResponseFormatJSONObject, # noqa: F401
- ChatCompletionInputResponseFormatJSONSchema, # noqa: F401
- ChatCompletionInputResponseFormatText, # noqa: F401
- ChatCompletionInputStreamOptions, # noqa: F401
- ChatCompletionInputTool, # noqa: F401
- ChatCompletionInputToolCall, # noqa: F401
- ChatCompletionInputToolChoiceClass, # noqa: F401
- ChatCompletionInputToolChoiceEnum, # noqa: F401
- ChatCompletionInputURL, # noqa: F401
- ChatCompletionOutput, # noqa: F401
- ChatCompletionOutputComplete, # noqa: F401
- ChatCompletionOutputFunctionDefinition, # noqa: F401
- ChatCompletionOutputLogprob, # noqa: F401
- ChatCompletionOutputLogprobs, # noqa: F401
- ChatCompletionOutputMessage, # noqa: F401
- ChatCompletionOutputToolCall, # noqa: F401
- ChatCompletionOutputTopLogprob, # noqa: F401
- ChatCompletionOutputUsage, # noqa: F401
- ChatCompletionStreamOutput, # noqa: F401
- ChatCompletionStreamOutputChoice, # noqa: F401
- ChatCompletionStreamOutputDelta, # noqa: F401
- ChatCompletionStreamOutputDeltaToolCall, # noqa: F401
- ChatCompletionStreamOutputFunction, # noqa: F401
- ChatCompletionStreamOutputLogprob, # noqa: F401
- ChatCompletionStreamOutputLogprobs, # noqa: F401
- ChatCompletionStreamOutputTopLogprob, # noqa: F401
- ChatCompletionStreamOutputUsage, # noqa: F401
- DepthEstimationInput, # noqa: F401
- DepthEstimationOutput, # noqa: F401
- DocumentQuestionAnsweringInput, # noqa: F401
- DocumentQuestionAnsweringInputData, # noqa: F401
- DocumentQuestionAnsweringOutputElement, # noqa: F401
- DocumentQuestionAnsweringParameters, # noqa: F401
- FeatureExtractionInput, # noqa: F401
- FeatureExtractionInputTruncationDirection, # noqa: F401
- FillMaskInput, # noqa: F401
- FillMaskOutputElement, # noqa: F401
- FillMaskParameters, # noqa: F401
- ImageClassificationInput, # noqa: F401
- ImageClassificationOutputElement, # noqa: F401
- ImageClassificationOutputTransform, # noqa: F401
- ImageClassificationParameters, # noqa: F401
- ImageSegmentationInput, # noqa: F401
- ImageSegmentationOutputElement, # noqa: F401
- ImageSegmentationParameters, # noqa: F401
- ImageSegmentationSubtask, # noqa: F401
- ImageTextToImageInput, # noqa: F401
- ImageTextToImageOutput, # noqa: F401
- ImageTextToImageParameters, # noqa: F401
- ImageTextToImageTargetSize, # noqa: F401
- ImageTextToVideoInput, # noqa: F401
- ImageTextToVideoOutput, # noqa: F401
- ImageTextToVideoParameters, # noqa: F401
- ImageTextToVideoTargetSize, # noqa: F401
- ImageToImageInput, # noqa: F401
- ImageToImageOutput, # noqa: F401
- ImageToImageParameters, # noqa: F401
- ImageToImageTargetSize, # noqa: F401
- ImageToTextEarlyStoppingEnum, # noqa: F401
- ImageToTextGenerationParameters, # noqa: F401
- ImageToTextInput, # noqa: F401
- ImageToTextOutput, # noqa: F401
- ImageToTextParameters, # noqa: F401
- ImageToVideoInput, # noqa: F401
- ImageToVideoOutput, # noqa: F401
- ImageToVideoParameters, # noqa: F401
- ImageToVideoTargetSize, # noqa: F401
- ObjectDetectionBoundingBox, # noqa: F401
- ObjectDetectionInput, # noqa: F401
- ObjectDetectionOutputElement, # noqa: F401
- ObjectDetectionParameters, # noqa: F401
- Padding, # noqa: F401
- QuestionAnsweringInput, # noqa: F401
- QuestionAnsweringInputData, # noqa: F401
- QuestionAnsweringOutputElement, # noqa: F401
- QuestionAnsweringParameters, # noqa: F401
- SentenceSimilarityInput, # noqa: F401
- SentenceSimilarityInputData, # noqa: F401
- SummarizationInput, # noqa: F401
- SummarizationOutput, # noqa: F401
- SummarizationParameters, # noqa: F401
- SummarizationTruncationStrategy, # noqa: F401
- TableQuestionAnsweringInput, # noqa: F401
- TableQuestionAnsweringInputData, # noqa: F401
- TableQuestionAnsweringOutputElement, # noqa: F401
- TableQuestionAnsweringParameters, # noqa: F401
- Text2TextGenerationInput, # noqa: F401
- Text2TextGenerationOutput, # noqa: F401
- Text2TextGenerationParameters, # noqa: F401
- Text2TextGenerationTruncationStrategy, # noqa: F401
- TextClassificationInput, # noqa: F401
- TextClassificationOutputElement, # noqa: F401
- TextClassificationOutputTransform, # noqa: F401
- TextClassificationParameters, # noqa: F401
- TextGenerationInput, # noqa: F401
- TextGenerationInputGenerateParameters, # noqa: F401
- TextGenerationInputGrammarType, # noqa: F401
- TextGenerationOutput, # noqa: F401
- TextGenerationOutputBestOfSequence, # noqa: F401
- TextGenerationOutputDetails, # noqa: F401
- TextGenerationOutputFinishReason, # noqa: F401
- TextGenerationOutputPrefillToken, # noqa: F401
- TextGenerationOutputToken, # noqa: F401
- TextGenerationStreamOutput, # noqa: F401
- TextGenerationStreamOutputStreamDetails, # noqa: F401
- TextGenerationStreamOutputToken, # noqa: F401
- TextToAudioEarlyStoppingEnum, # noqa: F401
- TextToAudioGenerationParameters, # noqa: F401
- TextToAudioInput, # noqa: F401
- TextToAudioOutput, # noqa: F401
- TextToAudioParameters, # noqa: F401
- TextToImageInput, # noqa: F401
- TextToImageOutput, # noqa: F401
- TextToImageParameters, # noqa: F401
- TextToSpeechEarlyStoppingEnum, # noqa: F401
- TextToSpeechGenerationParameters, # noqa: F401
- TextToSpeechInput, # noqa: F401
- TextToSpeechOutput, # noqa: F401
- TextToSpeechParameters, # noqa: F401
- TextToVideoInput, # noqa: F401
- TextToVideoOutput, # noqa: F401
- TextToVideoParameters, # noqa: F401
- TokenClassificationAggregationStrategy, # noqa: F401
- TokenClassificationInput, # noqa: F401
- TokenClassificationOutputElement, # noqa: F401
- TokenClassificationParameters, # noqa: F401
- TranslationInput, # noqa: F401
- TranslationOutput, # noqa: F401
- TranslationParameters, # noqa: F401
- TranslationTruncationStrategy, # noqa: F401
- TypeEnum, # noqa: F401
- VideoClassificationInput, # noqa: F401
- VideoClassificationOutputElement, # noqa: F401
- VideoClassificationOutputTransform, # noqa: F401
- VideoClassificationParameters, # noqa: F401
- VisualQuestionAnsweringInput, # noqa: F401
- VisualQuestionAnsweringInputData, # noqa: F401
- VisualQuestionAnsweringOutputElement, # noqa: F401
- VisualQuestionAnsweringParameters, # noqa: F401
- ZeroShotClassificationInput, # noqa: F401
- ZeroShotClassificationOutputElement, # noqa: F401
- ZeroShotClassificationParameters, # noqa: F401
- ZeroShotImageClassificationInput, # noqa: F401
- ZeroShotImageClassificationOutputElement, # noqa: F401
- ZeroShotImageClassificationParameters, # noqa: F401
- ZeroShotObjectDetectionBoundingBox, # noqa: F401
- ZeroShotObjectDetectionInput, # noqa: F401
- ZeroShotObjectDetectionOutputElement, # noqa: F401
- ZeroShotObjectDetectionParameters, # noqa: F401
- )
- from .inference._mcp.agent import Agent # noqa: F401
- from .inference._mcp.mcp_client import MCPClient # noqa: F401
- from .repocard import (
- DatasetCard, # noqa: F401
- ModelCard, # noqa: F401
- RepoCard, # noqa: F401
- SpaceCard, # noqa: F401
- metadata_eval_result, # noqa: F401
- metadata_load, # noqa: F401
- metadata_save, # noqa: F401
- metadata_update, # noqa: F401
- )
- from .repocard_data import (
- CardData, # noqa: F401
- DatasetCardData, # noqa: F401
- EvalResult, # noqa: F401
- ModelCardData, # noqa: F401
- SpaceCardData, # noqa: F401
- )
- from .serialization import (
- StateDictSplit, # noqa: F401
- get_torch_storage_id, # noqa: F401
- get_torch_storage_size, # noqa: F401
- load_state_dict_from_file, # noqa: F401
- load_torch_model, # noqa: F401
- save_torch_model, # noqa: F401
- save_torch_state_dict, # noqa: F401
- split_state_dict_into_shards_factory, # noqa: F401
- split_torch_state_dict_into_shards, # noqa: F401
- )
- from .serialization._dduf import (
- DDUFEntry, # noqa: F401
- export_entries_as_dduf, # noqa: F401
- export_folder_as_dduf, # noqa: F401
- read_dduf_file, # noqa: F401
- )
- from .utils import (
- ASYNC_CLIENT_FACTORY_T, # noqa: F401
- CLIENT_FACTORY_T, # noqa: F401
- CachedFileInfo, # noqa: F401
- CachedRepoInfo, # noqa: F401
- CachedRevisionInfo, # noqa: F401
- CacheNotFound, # noqa: F401
- CorruptedCacheException, # noqa: F401
- DeleteCacheStrategy, # noqa: F401
- HFCacheInfo, # noqa: F401
- cached_assets_path, # noqa: F401
- close_session, # noqa: F401
- dump_environment_info, # noqa: F401
- get_async_session, # noqa: F401
- get_session, # noqa: F401
- get_token, # noqa: F401
- hf_raise_for_status, # noqa: F401
- logging, # noqa: F401
- scan_cache_dir, # noqa: F401
- set_async_client_factory, # noqa: F401
- set_client_factory, # noqa: F401
- )
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