hugging_face_algorithms

Algorithms for remote Hugging Face models.

Module

Submodules

• bitfount.federated.algorithms.hugging_face_algorithms.base - Base classes for HuggingFace algorithms.
• bitfount.federated.algorithms.hugging_face_algorithms.hugging_face_image_classification - Hugging Face Image Classification Algorithm.
• bitfount.federated.algorithms.hugging_face_algorithms.hugging_face_image_segmentation - Hugging Face Image Segmentation Algorithm.
• bitfount.federated.algorithms.hugging_face_algorithms.hugging_face_image_text_generation - Hugging Face Image-Text Generation Algorithm.
• bitfount.federated.algorithms.hugging_face_algorithms.hugging_face_ner - Hugging Face Named Entity Recognition (NER) Algorithm.
• bitfount.federated.algorithms.hugging_face_algorithms.hugging_face_perplexity - Hugging Face Perplexity Algorithm.
• bitfount.federated.algorithms.hugging_face_algorithms.hugging_face_text_classification - Hugging Face Text Classification Algorithm.
• bitfount.federated.algorithms.hugging_face_algorithms.hugging_face_text_generation - Hugging Face Text Generation Algorithm.
• bitfount.federated.algorithms.hugging_face_algorithms.post_processing - Postprocessing for Hugging Face models.
• bitfount.federated.algorithms.hugging_face_algorithms.timm_federated_training - HuggingFace TIMM Federated Training Algorithm.
• bitfount.federated.algorithms.hugging_face_algorithms.timm_fine_tuning - HuggingFace TIMM fine-tuning Algorithm.
• bitfount.federated.algorithms.hugging_face_algorithms.timm_inference - Hugging Face TIMM inference Algorithm.
• bitfount.federated.algorithms.hugging_face_algorithms.utils - Utility functions for Hugging Face models.

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