Releases

NVIDIA expanded EGX with certified servers, software and ecosystem support for AI, IoT and 5G at the edge.

Databricks introduced the MLflow Model Registry for centralized model versioning and lifecycle management.

Facebook AI released Detectron2, a modular object-detection and segmentation library.

Hugging Face released DistilBERT, a smaller and faster distilled BERT model retaining most of the teacher model’s language-understanding performance.

Hugging Face renamed pytorch-transformers to Transformers and expanded the library’s framework and architecture support.

Facebook agreed to acquire CTRL-labs, bringing neural-interface research into Reality Labs.

OpenAI released the 774-million-parameter GPT-2 model and shared further analysis of misuse and detection.

Scale raised $100 million in Series C funding led by Founders Fund at a valuation above $1 billion.

Baidu released an open OCR toolkit built on PaddlePaddle.

Baidu published a continual pre-training framework for incremental multi-task learning.

Microsoft invests $1 billion in OpenAI and becomes its exclusive cloud partner for new Azure AI supercomputing technologies.

Microsoft invested $1 billion in OpenAI and the companies formed an exclusive cloud-computing partnership.

The completed Red Hat acquisition established the hybrid-cloud and open-source platform underpinning IBM's later AI portfolio.

IBM completed its acquisition of Red Hat to anchor an open hybrid-cloud platform for enterprise software and AI.

Facebook AI introduced wav2vec, a self-supervised approach to speech representation learning from raw audio.

Facebook AI released AI Habitat, a simulation platform for embodied AI research.

Google releases MediaPipe as a cross-platform framework for building perception and multimodal ML pipelines.

NVIDIA introduced EGX to bring real-time AI computing to edge and industrial environments.

Microsoft open-sources InterpretML for training interpretable models and explaining black-box predictions.

OpenAI introduced MuseNet, a deep neural network for generating multi-instrument musical compositions.

OpenAI Five defeated the reigning Dota 2 world champion team OG in a live best-of-three match.

FAIR researchers published a transformer language model that learned biological properties from protein sequences.

Facebook open-sourced its Deep Learning Recommendation Model reference implementation.

AWS released optimized Docker images for deep-learning training and inference.

Baidu released its first knowledge-enhanced language representation model.