Release of 27 pretrained models for NLP / NLU for PyTorch
Hugging Face open sources a new library that contains up to 27 pretrained models to conduct state-of-the-art NLP/NLU tasks.
Link: https://medium.com/dair-ai/pytorch-transformers-for-state-of-the-art-nlp-3348911ffa5b
#SOTA #NLP #NLU #PyTorch #opensource
Hugging Face open sources a new library that contains up to 27 pretrained models to conduct state-of-the-art NLP/NLU tasks.
Link: https://medium.com/dair-ai/pytorch-transformers-for-state-of-the-art-nlp-3348911ffa5b
#SOTA #NLP #NLU #PyTorch #opensource
PyTorch for research
PyTorch Lightning — The PyTorch Keras for ML researchers. More control. Less boilerplate.
Github: https://github.com/williamFalcon/pytorch-lightning
#PyTorch #Research #OpenSource
PyTorch Lightning — The PyTorch Keras for ML researchers. More control. Less boilerplate.
Github: https://github.com/williamFalcon/pytorch-lightning
#PyTorch #Research #OpenSource
GitHub
GitHub - Lightning-AI/pytorch-lightning: Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes. - Lightning-AI/pytorch-lightning
spaCy meets PyTorch-Transformers: Fine-tune BERT, XLNet and GPT-2
Including pretrained models.
Link: https://explosion.ai/blog/spacy-pytorch-transformers
Pip:
#Transformers #SpaCy #NLP #NLU #PyTorch #Bert #XLNet #GPT
Including pretrained models.
Link: https://explosion.ai/blog/spacy-pytorch-transformers
Pip:
pip install spacy-pytorch-transformers#Transformers #SpaCy #NLP #NLU #PyTorch #Bert #XLNet #GPT
explosion.ai
spaCy meets Transformers: Fine-tune BERT, XLNet and GPT-2 · Explosion
Huge transformer models like BERT, GPT-2 and XLNet have set a new standard for accuracy on almost every NLP leaderboard. You can now use these models in spaCy, via a new interface library we've developed that connects spaCy to Hugging Face's awesome implementations.
Great collections of Data Science learning materials
The list includes free books and online courses on range of DS-related disciplines:
Machine learning (#ML)
Deep Learning (#DL)
Reinforcement learning (#RL)
#NLP
Tutorials on #Keras, #Tensorflow, #Torch, #PyTorch, #Theano
Notable researchers, papers and even #datasets. It is a great place to start reviewing your knowledge or learning something new.
Link: https://hackmd.io/@chanderA/aiguide
#wheretostart #entrylevel #novice #studycontent #studymaterials #books #MOOC #meta
The list includes free books and online courses on range of DS-related disciplines:
Machine learning (#ML)
Deep Learning (#DL)
Reinforcement learning (#RL)
#NLP
Tutorials on #Keras, #Tensorflow, #Torch, #PyTorch, #Theano
Notable researchers, papers and even #datasets. It is a great place to start reviewing your knowledge or learning something new.
Link: https://hackmd.io/@chanderA/aiguide
#wheretostart #entrylevel #novice #studycontent #studymaterials #books #MOOC #meta
GANs from Scratch 1: A deep introduction.
Great introduction and tutorial. With code in PyTorch and TensorFlow
Link: https://medium.com/ai-society/gans-from-scratch-1-a-deep-introduction-with-code-in-pytorch-and-tensorflow-cb03cdcdba0f
#tensorflow #pytorch #GAN #tutorial #entrylevel #novice #wheretostart
Great introduction and tutorial. With code in PyTorch and TensorFlow
Link: https://medium.com/ai-society/gans-from-scratch-1-a-deep-introduction-with-code-in-pytorch-and-tensorflow-cb03cdcdba0f
#tensorflow #pytorch #GAN #tutorial #entrylevel #novice #wheretostart
Video on how Facebook continues to develop its #Portal device
How #Facebook used Mask R-CNN, #PyTorch, and custom hardware integrations like foveated processing to improve Portal’s Smart Camera system.
Link: https://ai.facebook.com/blog/smart-camera-portal-advances/
#CV #DL #Segmentation
How #Facebook used Mask R-CNN, #PyTorch, and custom hardware integrations like foveated processing to improve Portal’s Smart Camera system.
Link: https://ai.facebook.com/blog/smart-camera-portal-advances/
#CV #DL #Segmentation
Meta
How we’ve advanced Smart Camera for new Portal video-calling devices
We’ve used Detectron2, Mask R-CNN, and custom hardware integrations like foveated processing in order to make additional speed and precision improvements in the computer vision models that power Smart Camera.