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Hugging Face Reads, Feb. 2021 - Long-range Transformers
Back to Articles Hugging Face Reads, Feb. 2021 - Long-range Transformers Published March 9, 2021 Update on…
Simple considerations for simple people building fancy neural networks
Back to Articles 🚧 Simple considerations for simple people building fancy neural networks Published…
Scaling Kubernetes to 7,500 nodes
We’ve scaled Kubernetes clusters to 7,500 nodes, producing a scalable infrastructure for large models…
How we sped up transformer inference 100x for 🤗 API customers
Back to Articles How we sped up transformer inference 100x for 🤗 API customers Published January 18, 2021…
CLIP: Connecting text and images
We’re introducing a neural network called CLIP which efficiently learns visual concepts from natural…
How to generate text: using different decoding methods for language generation with Transformers
Back to Articles How to generate text: using different decoding methods for language generation with…
Stochastic Neural Networks for hierarchical reinforcement learning
Stochastic Neural Networks for hierarchical reinforcement learning. OpenAI ChatGPT - artificial intelligence…
Unsupervised sentiment neuron
We’ve developed an unsupervised system which learns an excellent representation of sentiment, despite being…
Spam detection in the physical world
We’ve created the world’s first Spam-detecting AI trained entirely in simulation and deployed on a…
Evolution strategies as a scalable alternative to reinforcement learning
We’ve discovered that evolution strategies (ES), an optimization technique that’s been known for decades,…
One-shot imitation learning
One-shot imitation learning. OpenAI ChatGPT - artificial intelligence news.
Learning to communicate
Learning to communicate. OpenAI ChatGPT - artificial intelligence news.
Emergence of grounded compositional language in multi-agent populations
Emergence of grounded compositional language in multi-agent populations. OpenAI ChatGPT - artificial…
Prediction and control with temporal segment models
Prediction and control with temporal segment models. OpenAI ChatGPT - artificial intelligence news.
Third-person imitation learning
Third-person imitation learning. OpenAI ChatGPT - artificial intelligence news.
Attacking machine learning with adversarial examples
Adversarial examples are inputs to machine learning models that an attacker has intentionally designed to…
Adversarial attacks on neural network policies
Adversarial attacks on neural network policies. OpenAI ChatGPT - artificial intelligence news.
PixelCNN++: Improving the PixelCNN with discretized logistic mixture likelihood and other modifications
PixelCNN++: Improving the PixelCNN with discretized logistic mixture likelihood and other modifications.…
Faulty reward functions in the wild
Reinforcement learning algorithms can break in surprising, counterintuitive ways. In this post we’ll…
#Exploration: A study of count-based exploration for deep reinforcement learning
#Exploration: A study of count-based exploration for deep reinforcement learning. OpenAI ChatGPT - artificial…
OpenAI and Microsoft
OpenAI and Microsoft. OpenAI ChatGPT - artificial intelligence news.
On the quantitative analysis of decoder-based generative models
On the quantitative analysis of decoder-based generative models. OpenAI ChatGPT - artificial intelligence…
A connection between generative adversarial networks, inverse reinforcement learning, and energy-based models
A connection between generative adversarial networks, inverse reinforcement learning, and energy-based…
RL²: Fast reinforcement learning via slow reinforcement learning
RL²: Fast reinforcement learning via slow reinforcement learning. OpenAI ChatGPT - artificial intelligence…