Scaling a Massive State-of-the-art Deep Learning Model in Production - KDnuggets

Last week, at Hugging Face, we launched a new groundbreaking text editor app. It's different from traditional text editors in that an NLP model can complete your sentences if you ask it to, bringing a new dimension to "writing with a machine." It's based on GPT-2, OpenAI's language model that can generate syntactically accurate sentences and coherent paragraphs of text. Write with transformer is to writing what calculators are to calculus. This model is part of the latest trends in NLP, which revolve around creating very large language models that obtain excellent results on a variety of tasks when fine-tuned on those specific tasks.