InHuggingFacebyThomas WolfΒ·Aug 9, 2019π From TensorFlow to PyTorchFriends and users of our open-source tools are often surprised how fast π we reimplement the latest SOTA pretrained TensorFlow models toβ¦A response icon2A response icon2
InHuggingFacebyThomas WolfΒ·May 9, 2019π¦ How to build a State-of-the-Art Conversational AI with Transfer-LearningHow you can use Transfer Learning to build a State-of-the-Art chatbot based on OpenAI GPT and GPT-2 Transformer language modelsA response icon17A response icon17
InHuggingFacebyThomas WolfΒ·Oct 15, 2018π₯ Training Neural Nets on Larger Batches: Practical Tips for 1-GPU, Multi-GPU & Distributed setupsTraining neural networks with larger batches in PyTorch: gradient accumulation, gradient checkpointing, multi-GPUs and distributed setupsβ¦A response icon31A response icon31
InHuggingFacebyThomas WolfΒ·Aug 7, 2018β΅ Learning Meaning in Natural Language Processing - The Semantics Mega-ThreadIn which Twitter talked about meaning, semantics, language models, learning Thai and Java, entailment, co-reference - all in oneβ¦A response icon5A response icon5
InHuggingFacebyThomas WolfΒ·Jun 12, 2018π 100 Times Faster Natural Language Processing in PythonHow to take advantage of spaCy & a bit of Cython for blazing fast NLPA response icon12A response icon12
InHuggingFacebyThomas WolfΒ·May 14, 2018πThe Current Best of Universal Word Embeddings and Sentence EmbeddingsWord & Sentence Embeddings have evolved really fast over the last few months - A brief primer on what happenedA response icon21A response icon21
InHuggingFacebyThomas WolfΒ·Apr 3, 2018π£ From zero to researchβββAn introduction to Meta-learningMeta-learning is an exciting trend of research in the machine-learning community which tackles the problem of learning to learn.A response icon11A response icon11
InHuggingFacebyThomas WolfΒ·Mar 23, 2018β¨How to train a neural coreference modelβ Neuralcoref 2Links: Online demo Github repo: https://github.com/huggingface/neuralcoref and our previous Medium post.A response icon8A response icon8
InHuggingFacebyThomas WolfΒ·Oct 4, 2017Understanding emotions β from Keras to pyTorchIntroducing torchMoji, a PyTorch implementation of DeepMojiA response icon5A response icon5
InHuggingFacebyThomas WolfΒ·Jul 7, 2017State-of-the-art neural coreference resolution for chatbotsTL;DR, Links: Online demo at https://huggingface.co/coref, Github repo for Neuralcoref: https://github.com/huggingface/neuralcorefA response icon10A response icon10