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| | import importlib |
| | import os |
| | import sys |
| | from typing import TYPE_CHECKING |
| |
|
| |
|
| | __version__ = "0.35.1" |
| |
|
| | |
| | |
| | |
| | _SUBMOD_ATTRS = { |
| | "_commit_scheduler": [ |
| | "CommitScheduler", |
| | ], |
| | "_inference_endpoints": [ |
| | "InferenceEndpoint", |
| | "InferenceEndpointError", |
| | "InferenceEndpointStatus", |
| | "InferenceEndpointTimeoutError", |
| | "InferenceEndpointType", |
| | ], |
| | "_jobs_api": [ |
| | "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", |
| | ], |
| | "_tensorboard_logger": [ |
| | "HFSummaryWriter", |
| | ], |
| | "_webhooks_payload": [ |
| | "WebhookPayload", |
| | "WebhookPayloadComment", |
| | "WebhookPayloadDiscussion", |
| | "WebhookPayloadDiscussionChanges", |
| | "WebhookPayloadEvent", |
| | "WebhookPayloadMovedTo", |
| | "WebhookPayloadRepo", |
| | "WebhookPayloadUrl", |
| | "WebhookPayloadWebhook", |
| | ], |
| | "_webhooks_server": [ |
| | "WebhooksServer", |
| | "webhook_endpoint", |
| | ], |
| | "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", |
| | ], |
| | "fastai_utils": [ |
| | "_save_pretrained_fastai", |
| | "from_pretrained_fastai", |
| | "push_to_hub_fastai", |
| | ], |
| | "file_download": [ |
| | "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", |
| | "GitCommitInfo", |
| | "GitRefInfo", |
| | "GitRefs", |
| | "HfApi", |
| | "ModelInfo", |
| | "RepoUrl", |
| | "SpaceInfo", |
| | "User", |
| | "UserLikes", |
| | "WebhookInfo", |
| | "WebhookWatchedItem", |
| | "accept_access_request", |
| | "add_collection_item", |
| | "add_space_secret", |
| | "add_space_variable", |
| | "auth_check", |
| | "cancel_access_request", |
| | "cancel_job", |
| | "change_discussion_status", |
| | "comment_discussion", |
| | "create_branch", |
| | "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_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_tag", |
| | "delete_webhook", |
| | "disable_webhook", |
| | "duplicate_space", |
| | "edit_discussion_comment", |
| | "enable_webhook", |
| | "fetch_job_logs", |
| | "file_exists", |
| | "get_collection", |
| | "get_dataset_tags", |
| | "get_discussion_details", |
| | "get_full_repo_name", |
| | "get_inference_endpoint", |
| | "get_model_tags", |
| | "get_paths_info", |
| | "get_repo_discussions", |
| | "get_safetensors_metadata", |
| | "get_space_runtime", |
| | "get_space_variables", |
| | "get_token_permission", |
| | "get_user_overview", |
| | "get_webhook", |
| | "grant_access", |
| | "inspect_job", |
| | "inspect_scheduled_job", |
| | "list_accepted_access_requests", |
| | "list_collections", |
| | "list_datasets", |
| | "list_inference_catalog", |
| | "list_inference_endpoints", |
| | "list_jobs", |
| | "list_lfs_files", |
| | "list_liked_repos", |
| | "list_models", |
| | "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_repo", |
| | "paper_info", |
| | "parse_safetensors_file_metadata", |
| | "pause_inference_endpoint", |
| | "pause_space", |
| | "permanently_delete_lfs_files", |
| | "preupload_lfs_files", |
| | "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", |
| | "set_space_sleep_time", |
| | "space_info", |
| | "super_squash_history", |
| | "suspend_scheduled_job", |
| | "unlike", |
| | "update_collection_item", |
| | "update_collection_metadata", |
| | "update_inference_endpoint", |
| | "update_repo_settings", |
| | "update_repo_visibility", |
| | "update_webhook", |
| | "upload_file", |
| | "upload_folder", |
| | "upload_large_folder", |
| | "whoami", |
| | ], |
| | "hf_file_system": [ |
| | "HfFileSystem", |
| | "HfFileSystemFile", |
| | "HfFileSystemResolvedPath", |
| | "HfFileSystemStreamFile", |
| | ], |
| | "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", |
| | "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", |
| | ], |
| | "inference_api": [ |
| | "InferenceApi", |
| | ], |
| | "keras_mixin": [ |
| | "KerasModelHubMixin", |
| | "from_pretrained_keras", |
| | "push_to_hub_keras", |
| | "save_pretrained_keras", |
| | ], |
| | "repocard": [ |
| | "DatasetCard", |
| | "ModelCard", |
| | "RepoCard", |
| | "SpaceCard", |
| | "metadata_eval_result", |
| | "metadata_load", |
| | "metadata_save", |
| | "metadata_update", |
| | ], |
| | "repocard_data": [ |
| | "CardData", |
| | "DatasetCardData", |
| | "EvalResult", |
| | "ModelCardData", |
| | "SpaceCardData", |
| | ], |
| | "repository": [ |
| | "Repository", |
| | ], |
| | "serialization": [ |
| | "StateDictSplit", |
| | "get_tf_storage_size", |
| | "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_tf_state_dict_into_shards", |
| | "split_torch_state_dict_into_shards", |
| | ], |
| | "serialization._dduf": [ |
| | "DDUFEntry", |
| | "export_entries_as_dduf", |
| | "export_folder_as_dduf", |
| | "read_dduf_file", |
| | ], |
| | "utils": [ |
| | "CacheNotFound", |
| | "CachedFileInfo", |
| | "CachedRepoInfo", |
| | "CachedRevisionInfo", |
| | "CorruptedCacheException", |
| | "DeleteCacheStrategy", |
| | "HFCacheInfo", |
| | "HfFolder", |
| | "cached_assets_path", |
| | "configure_http_backend", |
| | "dump_environment_info", |
| | "get_session", |
| | "get_token", |
| | "logging", |
| | "scan_cache_dir", |
| | ], |
| | } |
| |
|
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| |
|
| | __all__ = [ |
| | "Agent", |
| | "AsyncInferenceClient", |
| | "AudioClassificationInput", |
| | "AudioClassificationOutputElement", |
| | "AudioClassificationOutputTransform", |
| | "AudioClassificationParameters", |
| | "AudioToAudioInput", |
| | "AudioToAudioOutputElement", |
| | "AutomaticSpeechRecognitionEarlyStoppingEnum", |
| | "AutomaticSpeechRecognitionGenerationParameters", |
| | "AutomaticSpeechRecognitionInput", |
| | "AutomaticSpeechRecognitionOutput", |
| | "AutomaticSpeechRecognitionOutputChunk", |
| | "AutomaticSpeechRecognitionParameters", |
| | "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", |
| | "DeleteCacheStrategy", |
| | "DepthEstimationInput", |
| | "DepthEstimationOutput", |
| | "Discussion", |
| | "DiscussionComment", |
| | "DiscussionCommit", |
| | "DiscussionEvent", |
| | "DiscussionStatusChange", |
| | "DiscussionTitleChange", |
| | "DiscussionWithDetails", |
| | "DocumentQuestionAnsweringInput", |
| | "DocumentQuestionAnsweringInputData", |
| | "DocumentQuestionAnsweringOutputElement", |
| | "DocumentQuestionAnsweringParameters", |
| | "EvalResult", |
| | "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", |
| | "HfFolder", |
| | "ImageClassificationInput", |
| | "ImageClassificationOutputElement", |
| | "ImageClassificationOutputTransform", |
| | "ImageClassificationParameters", |
| | "ImageSegmentationInput", |
| | "ImageSegmentationOutputElement", |
| | "ImageSegmentationParameters", |
| | "ImageSegmentationSubtask", |
| | "ImageToImageInput", |
| | "ImageToImageOutput", |
| | "ImageToImageParameters", |
| | "ImageToImageTargetSize", |
| | "ImageToTextEarlyStoppingEnum", |
| | "ImageToTextGenerationParameters", |
| | "ImageToTextInput", |
| | "ImageToTextOutput", |
| | "ImageToTextParameters", |
| | "ImageToVideoInput", |
| | "ImageToVideoOutput", |
| | "ImageToVideoParameters", |
| | "ImageToVideoTargetSize", |
| | "InferenceApi", |
| | "InferenceClient", |
| | "InferenceEndpoint", |
| | "InferenceEndpointError", |
| | "InferenceEndpointStatus", |
| | "InferenceEndpointTimeoutError", |
| | "InferenceEndpointType", |
| | "InferenceTimeoutError", |
| | "JobInfo", |
| | "JobOwner", |
| | "JobStage", |
| | "JobStatus", |
| | "KerasModelHubMixin", |
| | "MCPClient", |
| | "ModelCard", |
| | "ModelCardData", |
| | "ModelHubMixin", |
| | "ModelInfo", |
| | "OAuthInfo", |
| | "OAuthOrgInfo", |
| | "OAuthUserInfo", |
| | "ObjectDetectionBoundingBox", |
| | "ObjectDetectionInput", |
| | "ObjectDetectionOutputElement", |
| | "ObjectDetectionParameters", |
| | "PYTORCH_WEIGHTS_NAME", |
| | "Padding", |
| | "PyTorchModelHubMixin", |
| | "QuestionAnsweringInput", |
| | "QuestionAnsweringInputData", |
| | "QuestionAnsweringOutputElement", |
| | "QuestionAnsweringParameters", |
| | "REPO_TYPE_DATASET", |
| | "REPO_TYPE_MODEL", |
| | "REPO_TYPE_SPACE", |
| | "RepoCard", |
| | "RepoUrl", |
| | "Repository", |
| | "SentenceSimilarityInput", |
| | "SentenceSimilarityInputData", |
| | "SpaceCard", |
| | "SpaceCardData", |
| | "SpaceHardware", |
| | "SpaceInfo", |
| | "SpaceRuntime", |
| | "SpaceStage", |
| | "SpaceStorage", |
| | "SpaceVariable", |
| | "StateDictSplit", |
| | "SummarizationInput", |
| | "SummarizationOutput", |
| | "SummarizationParameters", |
| | "SummarizationTruncationStrategy", |
| | "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", |
| | "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", |
| | "cached_assets_path", |
| | "cancel_access_request", |
| | "cancel_job", |
| | "change_discussion_status", |
| | "comment_discussion", |
| | "configure_http_backend", |
| | "create_branch", |
| | "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_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_tag", |
| | "delete_webhook", |
| | "disable_webhook", |
| | "dump_environment_info", |
| | "duplicate_space", |
| | "edit_discussion_comment", |
| | "enable_webhook", |
| | "export_entries_as_dduf", |
| | "export_folder_as_dduf", |
| | "fetch_job_logs", |
| | "file_exists", |
| | "from_pretrained_fastai", |
| | "from_pretrained_keras", |
| | "get_collection", |
| | "get_dataset_tags", |
| | "get_discussion_details", |
| | "get_full_repo_name", |
| | "get_hf_file_metadata", |
| | "get_inference_endpoint", |
| | "get_model_tags", |
| | "get_paths_info", |
| | "get_repo_discussions", |
| | "get_safetensors_metadata", |
| | "get_session", |
| | "get_space_runtime", |
| | "get_space_variables", |
| | "get_tf_storage_size", |
| | "get_token", |
| | "get_token_permission", |
| | "get_torch_storage_id", |
| | "get_torch_storage_size", |
| | "get_user_overview", |
| | "get_webhook", |
| | "grant_access", |
| | "hf_hub_download", |
| | "hf_hub_url", |
| | "inspect_job", |
| | "inspect_scheduled_job", |
| | "interpreter_login", |
| | "list_accepted_access_requests", |
| | "list_collections", |
| | "list_datasets", |
| | "list_inference_catalog", |
| | "list_inference_endpoints", |
| | "list_jobs", |
| | "list_lfs_files", |
| | "list_liked_repos", |
| | "list_models", |
| | "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_repo", |
| | "notebook_login", |
| | "paper_info", |
| | "parse_huggingface_oauth", |
| | "parse_safetensors_file_metadata", |
| | "pause_inference_endpoint", |
| | "pause_space", |
| | "permanently_delete_lfs_files", |
| | "preupload_lfs_files", |
| | "push_to_hub_fastai", |
| | "push_to_hub_keras", |
| | "read_dduf_file", |
| | "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_pretrained_keras", |
| | "save_torch_model", |
| | "save_torch_state_dict", |
| | "scale_to_zero_inference_endpoint", |
| | "scan_cache_dir", |
| | "set_space_sleep_time", |
| | "snapshot_download", |
| | "space_info", |
| | "split_state_dict_into_shards_factory", |
| | "split_tf_state_dict_into_shards", |
| | "split_torch_state_dict_into_shards", |
| | "super_squash_history", |
| | "suspend_scheduled_job", |
| | "try_to_load_from_cache", |
| | "unlike", |
| | "update_collection_item", |
| | "update_collection_metadata", |
| | "update_inference_endpoint", |
| | "update_repo_settings", |
| | "update_repo_visibility", |
| | "update_webhook", |
| | "upload_file", |
| | "upload_folder", |
| | "upload_large_folder", |
| | "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 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) |
| |
|
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | if TYPE_CHECKING: |
| | from ._commit_scheduler import CommitScheduler |
| | from ._inference_endpoints import ( |
| | InferenceEndpoint, |
| | InferenceEndpointError, |
| | InferenceEndpointStatus, |
| | InferenceEndpointTimeoutError, |
| | InferenceEndpointType, |
| | ) |
| | from ._jobs_api import ( |
| | JobInfo, |
| | JobOwner, |
| | JobStage, |
| | JobStatus, |
| | ) |
| | from ._login import ( |
| | auth_list, |
| | auth_switch, |
| | interpreter_login, |
| | login, |
| | logout, |
| | notebook_login, |
| | ) |
| | from ._oauth import ( |
| | OAuthInfo, |
| | OAuthOrgInfo, |
| | OAuthUserInfo, |
| | attach_huggingface_oauth, |
| | parse_huggingface_oauth, |
| | ) |
| | from ._snapshot_download import snapshot_download |
| | from ._space_api import ( |
| | SpaceHardware, |
| | SpaceRuntime, |
| | SpaceStage, |
| | SpaceStorage, |
| | SpaceVariable, |
| | ) |
| | from ._tensorboard_logger import HFSummaryWriter |
| | from ._webhooks_payload import ( |
| | WebhookPayload, |
| | WebhookPayloadComment, |
| | WebhookPayloadDiscussion, |
| | WebhookPayloadDiscussionChanges, |
| | WebhookPayloadEvent, |
| | WebhookPayloadMovedTo, |
| | WebhookPayloadRepo, |
| | WebhookPayloadUrl, |
| | WebhookPayloadWebhook, |
| | ) |
| | from ._webhooks_server import ( |
| | WebhooksServer, |
| | webhook_endpoint, |
| | ) |
| | from .community import ( |
| | Discussion, |
| | DiscussionComment, |
| | DiscussionCommit, |
| | DiscussionEvent, |
| | DiscussionStatusChange, |
| | DiscussionTitleChange, |
| | DiscussionWithDetails, |
| | ) |
| | from .constants import ( |
| | 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, |
| | ) |
| | from .fastai_utils import ( |
| | _save_pretrained_fastai, |
| | from_pretrained_fastai, |
| | push_to_hub_fastai, |
| | ) |
| | from .file_download import ( |
| | _CACHED_NO_EXIST, |
| | HfFileMetadata, |
| | get_hf_file_metadata, |
| | hf_hub_download, |
| | hf_hub_url, |
| | try_to_load_from_cache, |
| | ) |
| | from .hf_api import ( |
| | Collection, |
| | CollectionItem, |
| | CommitInfo, |
| | CommitOperation, |
| | CommitOperationAdd, |
| | CommitOperationCopy, |
| | CommitOperationDelete, |
| | DatasetInfo, |
| | GitCommitInfo, |
| | GitRefInfo, |
| | GitRefs, |
| | HfApi, |
| | ModelInfo, |
| | RepoUrl, |
| | SpaceInfo, |
| | User, |
| | UserLikes, |
| | WebhookInfo, |
| | WebhookWatchedItem, |
| | accept_access_request, |
| | add_collection_item, |
| | add_space_secret, |
| | add_space_variable, |
| | auth_check, |
| | cancel_access_request, |
| | cancel_job, |
| | change_discussion_status, |
| | comment_discussion, |
| | create_branch, |
| | 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_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_tag, |
| | delete_webhook, |
| | disable_webhook, |
| | duplicate_space, |
| | edit_discussion_comment, |
| | enable_webhook, |
| | fetch_job_logs, |
| | file_exists, |
| | get_collection, |
| | get_dataset_tags, |
| | get_discussion_details, |
| | get_full_repo_name, |
| | get_inference_endpoint, |
| | get_model_tags, |
| | get_paths_info, |
| | get_repo_discussions, |
| | get_safetensors_metadata, |
| | get_space_runtime, |
| | get_space_variables, |
| | get_token_permission, |
| | get_user_overview, |
| | get_webhook, |
| | grant_access, |
| | inspect_job, |
| | inspect_scheduled_job, |
| | list_accepted_access_requests, |
| | list_collections, |
| | list_datasets, |
| | list_inference_catalog, |
| | list_inference_endpoints, |
| | list_jobs, |
| | list_lfs_files, |
| | list_liked_repos, |
| | list_models, |
| | 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_repo, |
| | paper_info, |
| | parse_safetensors_file_metadata, |
| | pause_inference_endpoint, |
| | pause_space, |
| | permanently_delete_lfs_files, |
| | preupload_lfs_files, |
| | 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, |
| | set_space_sleep_time, |
| | space_info, |
| | super_squash_history, |
| | suspend_scheduled_job, |
| | unlike, |
| | update_collection_item, |
| | update_collection_metadata, |
| | update_inference_endpoint, |
| | update_repo_settings, |
| | update_repo_visibility, |
| | update_webhook, |
| | upload_file, |
| | upload_folder, |
| | upload_large_folder, |
| | whoami, |
| | ) |
| | from .hf_file_system import ( |
| | HfFileSystem, |
| | HfFileSystemFile, |
| | HfFileSystemResolvedPath, |
| | HfFileSystemStreamFile, |
| | ) |
| | from .hub_mixin import ( |
| | ModelHubMixin, |
| | PyTorchModelHubMixin, |
| | ) |
| | from .inference._client import ( |
| | InferenceClient, |
| | InferenceTimeoutError, |
| | ) |
| | from .inference._generated._async_client import AsyncInferenceClient |
| | from .inference._generated.types import ( |
| | 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, |
| | 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, |
| | ) |
| | from .inference._mcp.agent import Agent |
| | from .inference._mcp.mcp_client import MCPClient |
| | from .inference_api import InferenceApi |
| | from .keras_mixin import ( |
| | KerasModelHubMixin, |
| | from_pretrained_keras, |
| | push_to_hub_keras, |
| | save_pretrained_keras, |
| | ) |
| | from .repocard import ( |
| | DatasetCard, |
| | ModelCard, |
| | RepoCard, |
| | SpaceCard, |
| | metadata_eval_result, |
| | metadata_load, |
| | metadata_save, |
| | metadata_update, |
| | ) |
| | from .repocard_data import ( |
| | CardData, |
| | DatasetCardData, |
| | EvalResult, |
| | ModelCardData, |
| | SpaceCardData, |
| | ) |
| | from .repository import Repository |
| | from .serialization import ( |
| | StateDictSplit, |
| | get_tf_storage_size, |
| | 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_tf_state_dict_into_shards, |
| | split_torch_state_dict_into_shards, |
| | ) |
| | from .serialization._dduf import ( |
| | DDUFEntry, |
| | export_entries_as_dduf, |
| | export_folder_as_dduf, |
| | read_dduf_file, |
| | ) |
| | from .utils import ( |
| | CachedFileInfo, |
| | CachedRepoInfo, |
| | CachedRevisionInfo, |
| | CacheNotFound, |
| | CorruptedCacheException, |
| | DeleteCacheStrategy, |
| | HFCacheInfo, |
| | HfFolder, |
| | cached_assets_path, |
| | configure_http_backend, |
| | dump_environment_info, |
| | get_session, |
| | get_token, |
| | logging, |
| | scan_cache_dir, |
| | ) |
| |
|