Man pages for huggingfaceR
Access 'Hugging Face' Models and Datasets
| batch_vector | Split Vector into Batches |
| chat | Continue a Conversation |
| hf_api_request | Make a Request to Hugging Face Inference API |
| hf_build_request | Build a Hugging Face API Request |
| hf_caption_image | Caption Images |
| hf_chat | LLM Chat Interface |
| hf_check_inference | Check Inference API Availability |
| hf_classify | Text Classification |
| hf_classify_batch | Batch Text Classification (In-Memory) |
| hf_classify_chunks | Chunked Text Classification (Disk Checkpoints) |
| hf_classify_image | Classify Images |
| hf_classify_zero_shot | Zero-Shot Classification |
| hf_classify_zero_shot_batch | Batch Zero-Shot Classification (In-Memory) |
| hf_clear_provider_cache | Clear the Cached Inference Provider Mappings |
| hf_cluster_texts | Cluster Texts by Semantic Similarity |
| hf_conversation | Multi-turn Conversation |
| hf_create_repo | Create a Hub Repository |
| hf_dataset_info | Get Dataset Information |
| hf_default_model | Default Models for Hugging Face Tasks |
| hf_delete_repo | Delete a Hub Repository |
| hf_describe_image | Describe an Image |
| hf_detect_config | Detect Default Config for a Dataset |
| hf_detect_objects | Detect Objects in Images |
| hf_embed | Generate Text Embeddings |
| hf_embed_batch | Batch Embedding Generation (In-Memory) |
| hf_embed_chunks | Chunked Embedding Generation (Disk Checkpoints) |
| hf_embed_text | Embed Text with Tidytext Compatibility |
| hf_embed_umap | Dimensionality Reduction with UMAP |
| hf_extract | Extract Structured Data from Text |
| hf_extract_topics | Extract Semantic Topics from Text |
| hf_ez_conversational | Create a Conversational Agent |
| hf_ez_conversational_api_inference | Conversational API Inference |
| hf_ez_conversational_local_inference | Conversational Local Inference |
| hf_ez_fill_mask | Perform Fill-in-the-Blank Tasks |
| hf_ez_fill_mask_api_inference | Fill Mask API Inference |
| hf_ez_fill_mask_local_inference | Fill Mask Local Inference |
| hf_ez_question_answering | Answer Questions about a Text based on Context |
| hf_ez_question_answering_api_inference | Question Answering API Inference |
| hf_ez_question_answering_local_inference | Question Answering Local Inference |
| hf_ez_sentence_similarity | Compare Sentence Similarity Semantically |
| hf_ez_sentence_similarity_api_inference | Sentence Similarity API Inference |
| hf_ez_sentence_similarity_local_inference | Sentence Similarity Local Inference |
| hf_ez_summarization | Summarize a Text |
| hf_ez_summarization_api_inference | Summarization API Inference |
| hf_ez_summarization_local_inference | Summarization Local Inference |
| hf_ez_table_question_answering | Answer Questions about a Data Table |
| hf_ez_table_question_answering_api_inference | Table Question Answering API Inference |
| hf_ez_table_question_answering_local_inference | Table Question Answering Local Inference |
| hf_ez_text2text_generation | Answer General Questions |
| hf_ez_text2text_generation_api_inference | Text2Text Generation API Inference |
| hf_ez_text2text_generation_local_inference | Text2Text Generation Local Inference |
| hf_ez_text_classification | Classify Texts into Pre-trained Categories |
| hf_ez_text_classification_api_inference | Text Classification API Inference |
| hf_ez_text_classification_local_inference | Text Classification Local Inference |
| hf_ez_text_generation | Generate Text from a Prompt |
| hf_ez_text_generation_api_inference | Text Generation API Inference |
| hf_ez_text_generation_local_inference | Text Generation Local Inference |
| hf_ez_token_classification | Classify parts of a Text |
| hf_ez_token_classification_api_inference | Token Classification API Inference |
| hf_ez_token_classification_local_inference | Token Classification Local Inference |
| hf_ez_translation | Translate between Languages |
| hf_ez_translation_api_inference | Translation API Inference |
| hf_ez_translation_local_inference | Translation Local Inference |
| hf_ez_zero_shot_classification | Perform Text Classification with No Context Required |
| hf_ez_zero_shot_classification_api_inference | Zero Shot Classification API Inference |
| hf_ez_zero_shot_classification_local_inference | Zero Shot Classification Local Inference |
| hf_fill_mask | Fill Mask |
| hf_fill_mask_payload | Fill Mask Task Payload |
| hf_generate | Text Generation |
| hf_get_existing_chunks | Get Existing Chunk IDs |
| hf_get_token | Get Hugging Face API Token |
| hf_hub_download | Download a File from the Hub |
| hf_inference | Inference using a downloaded Hugging Face model or pipeline,... |
| hf_list_authors | List Authors |
| hf_list_datasets | List Datasets |
| hf_list_languages | List Languages |
| hf_list_libraries | List Libraries |
| hf_list_licenses | List Licenses |
| hf_list_models | List Models |
| hf_list_providers | List Inference Providers for a Model |
| hf_list_repo_files | List Files in a Hub Repository |
| hf_list_tasks | List Available Tasks |
| hf_load_AutoModel_for_task | Import a pre-trained AutoModel object for a specific task. |
| hf_load_dataset | Load Dataset via Hugging Face Datasets Server API |
| hf_load_model | Load a pre-trained AutoModel object from Hugging Face |
| hf_load_pipeline | Load a pipeline object from Hugging Face - pipelines usually... |
| hf_load_sentence_model | Load a Sentence Transformers model to extract... |
| hf_load_tokenizer | Load an AutoTokenizer from a pre-tained model |
| hf_model_info | Get Model Information |
| hf_nearest_neighbors | Find Nearest Neighbors by Semantic Similarity |
| hf_ner | Named Entity Recognition (Token Classification) |
| hf_parse_response | Parse API Response to Tibble |
| hf_perform_batch | Perform Parallel Batch Requests |
| hf_push_dataset | Push a Data Frame as a Dataset File |
| hf_python_depends | Install Python Dependencies |
| hf_question_answer | Extractive Question Answering |
| hf_question_answering_payload | Question Answering Payload |
| hf_read_chunks | Read All Chunks from Directory |
| hf_resolve_dataset | Resolve a Short Dataset Name to Full ID |
| hf_run_tools | Run Tool Calls in a Conversation |
| hf_search_datasets | Search Datasets on Hugging Face Hub |
| hf_search_models | Search Models on Hugging Face Hub |
| hf_search_papers | Search Papers on Hugging Face |
| hf_search_spaces | Search Spaces on Hugging Face Hub |
| hf_sentence_encode | Use a Sentence Transformers pipeline to extract... |
| hf_sentence_similarity_payload | Sentence Similarity Payload |
| hf_set_device | Try to set device to GPU for accelerated computation |
| hf_set_token | Set Hugging Face API Token |
| hf_similarity | Compute Pairwise Similarity |
| hf_summarization_payload | Summarization Task Payload |
| hf_summarize | Summarize Text |
| hf_table_question_answer | Table Question Answering |
| hf_table_question_answering_payload | Table Question Answering Payload |
| hf_text2text_generation_payload | Text2Text Generation Payload |
| hf_text_classification_payload | Text Classification Payload |
| hf_text_generation_payload | Text Generation Payload |
| hf_text_to_image | Generate an Image from Text |
| hf_text_to_speech | Convert Text to Speech |
| hf_token_classification_payload | Token Classification Payload |
| hf_tool | Define a Chat Tool |
| hf_transcribe | Transcribe Audio |
| hf_translate | Translate Text |
| hf_translation_payload | Translation Payload |
| hf_upload_file | Upload a File to a Hub Repository |
| hf_vectorize | Vectorize API Calls |
| hf_whoami | Get Current Hugging Face User Information |
| hf_write_chunk | Write Chunk to Parquet |
| hf_zero_shot_classification_payload | Zero Shot Classification Payload |
| models_with_downloads | Dataset of model names, tasks & download info |
| null_coalesce | Null-coalescing operator |
| pipe | Pipe operator |
| step_hf_embed | Embedding Recipe Step |
