Quick and easy GPU & TPU acceleration for PyTorch with HuggingFace Accelerate
Deep learning benefits from Graphical Processing Units (GPUs) and Tensor Processing Units (TPUs) because of the way they handle the...
Tag: huggingface
Easy grammar error detection & correction with Machine Learning
Machine learning in general and deep learning in particular has boosted Natural Language Processing. A variety of models has allowed...
Easy Chatbot with DialoGPT, Machine Learning and HuggingFace Transformers
These past few years, machine learning has boosted the field of Natural Language Processing via Transformers. Whether it’s Natural Language...
Easy Table Parsing with TAPAS, Machine Learning and HuggingFace Transformers
Big documents often contain quite a few tables. Tables are useful: they can provide a structured overview of data that...
Easy Causal Language Modeling with Machine Learning and HuggingFace Transformers
Machine Learning in NLP is making a lot of progress. It can be used for many language tasks, primarily thanks...
Easy Masked Language Modeling with Machine Learning and HuggingFace Transformers
Masked Language Modeling (MLM) is a language task very common in Transformer architectures today. It involves masking part of the...
What is ConvBERT and how does it work?
Convolutional BERT (ConvBERT) improves the original BERT by replacing some Multi-headed Self-attention segments with cheaper and naturally local operations, so-called...
Easy Speech Recognition with Machine Learning and HuggingFace Transformers
Transformer architectures have gained a lot of attention in the field of Natural Language Processing. Ever since the original Transformer...
Easy Machine Translation with Machine Learning and HuggingFace Transformers
Transformers have significantly changed the way in which Natural Language Processing tasks can be performed. This architecture, which trumps the...
Easy Named Entity Recognition with Machine Learning and HuggingFace Transformers
Deep learning approaches have boosted the field of Natural Language Processing in recent years. A variety of tasks can now...
