deepset-ai/FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
ArchivedBuilt on HuggingFace Transformers, FARM provides parallelized preprocessing, modular prediction heads for multi-task learning, and native AWS SageMaker integration to operationalize fine-tuned models. It supports diverse NLP tasks—text classification, NER, question answering, passage ranking, and embeddings extraction—across multiple model architectures (BERT, RoBERTa, XLNet, DistilBERT, etc.) with optimization features like AMP and checkpointing for cost-effective training at scale.
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Dec 20, 2023
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