Man pages for farach/huggingfaceR
Hugging Face State-of-the-Art Models in R

hf_clear_model_cacheClear Cached Model Files
hf_ez_conversationalCreate a Conversational Agent
hf_ez_conversational_api_inferenceConversational API Inference
hf_ez_conversational_local_inferenceConversational Local Inference
hf_ez_fill_maskPerform Fill-in-the-Blank Tasks
hf_ez_fill_mask_api_inferenceFill Mask API Inference
hf_ez_fill_mask_local_inferenceFill Mask Local Inference
hf_ez_question_answeringAnswer Questions about a Text based on Context
hf_ez_question_answering_api_inferenceQuestion Answering API Inference
hf_ez_question_answering_local_inferenceQuestion Answering Local Inference
hf_ez_sentence_similarityCompare Sentence Similarity Semantically
hf_ez_sentence_similarity_api_inferenceSentence Similarity API Inference
hf_ez_sentence_similarity_local_inferenceSentence Similarity Local Inference
hf_ez_summarizationSummarize a Text
hf_ez_summarization_api_inferenceSummarization API Inference
hf_ez_summarization_local_inferenceSummarization Local Inference
hf_ez_table_question_answeringAnswer Questions about a Data Table
hf_ez_table_question_answering_api_inferenceTable Question Answering API Inference
hf_ez_table_question_answering_local_inferenceTable Question Answering Local Inference
hf_ez_text2text_generationAnswer General Questions
hf_ez_text2text_generation_api_inferenceText2Text Generation API Inference
hf_ez_text2text_generation_local_inferenceText2Text Generation Local Inference
hf_ez_text_classificationClassify Texts into Pre-trained Categories
hf_ez_text_classification_api_inferenceText Classification API Inference
hf_ez_text_classification_local_inferenceText Classification Local Inference
hf_ez_text_generationGenerate Text from a Prompt
hf_ez_text_generation_api_inferenceText Generation API Inference
hf_ez_text_generation_local_inferenceText Generation Local Inference
hf_ez_token_classificationClassify parts of a Text
hf_ez_token_classification_api_inferenceToken Classification API Inference
hf_ez_token_classification_local_inferenceToken Classification Local Inference
hf_ez_translationTranslate between Languages
hf_ez_translation_api_inferenceTranslation API Inference
hf_ez_translation_local_inferenceTranslation Local Inference
hf_ez_zero_shot_classificationPerform Text Classification with No Context Required
hf_ez_zero_shot_classification_api_inferenceZero Shot Classification API Inference
hf_ez_zero_shot_classification_local_inferenceZero Shot Classification Local Inference
hf_fill_mask_payloadFill Mask Task Payload
hf_inferenceInference using a downloaded Hugging Face model or pipeline,...
hf_list_authorsList Authors
hf_list_datasetsList Datasets
hf_list_languagesList Languages
hf_list_librariesList Libraries
hf_list_licensesList Licenses
hf_list_modelsList Models
hf_list_tasksList Tasks
hf_load_AutoModel_for_taskImport a pre-trained AutoModel object for a specific task.
hf_load_datasetLoad a dataset from the Hugging Face Hub!
hf_load_modelLoad a pre-trained AutoModel object from Hugging Face
hf_load_pipelineLoad a pipeline object from Hugging Face - pipelines usually...
hf_load_sentence_modelLoad a Sentence Transformers model to extract...
hf_load_tokenizerLoad an AutoTokenizer from a pre-tained model
hf_python_dependsInstall Python Dependencies
hf_question_answering_payloadQuestion Answering Payload
hf_search_modelsSearch Models
hf_sentence_encodeUse a Sentence Transformers pipeline to extract...
hf_sentence_similarity_payloadSentence Similarity Payload
hf_set_deviceTry to set device to GPU for accelerated computation
hf_summarization_payloadSummarization Task Payload
hf_table_question_answering_payloadTable Question Answering Payload
hf_text2text_generation_payloadText2Text Generation Payload
hf_text_classification_payloadText Classification Payload
hf_text_generation_payloadText Generation Payload
hf_token_classification_payloadToken Classification Payload
hf_translation_payloadTranslation Payload
hf_zero_shot_classification_payloadZero Shot Classification Payload
models_with_downloadsDataset of model names, tasks & download info
pipePipe operator
farach/huggingfaceR documentation built on Feb. 4, 2023, 10:31 p.m.