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Ongoing research training transformer models at scale
...Megatron-LM is widely used in research and industry for pretraining GPT-, BERT-, T5-, and multimodal-style models, with tooling for checkpoint conversion and interoperability with Hugging Face. Overall, it is a production-grade system for organizations pushing the limits of large-scale language model training.
Supplemental code and dataset for the ACM CHI 2021 paper
...From there, we measured proxemic and plotted the activity along with some semi-structured interviews. Virtual environments (VEs) can create collaborative and social spaces, which are increasingly important in the face of remote work and travel reduction. Recent advances, such as more open and widely available platforms, create new possibilities to observe and analyze interaction in VEs. Using a custom instrumented build of Mozilla Hubs to measure position and orientation, we conducted an academic workshop to facilitate a range of typical workshop activities. ...
The application was designed for the real time contactless photoplethysmography of the human face by means of an ordinary webcam in ambient light environment
System requirements:
- AMD or Intel CPU with 2 cores and 2.6 GHz clock speed (or higher);
- 512 Mb of RAM (or higher);
- OS Microsoft Windows 10/8/7/XP, booth 32 and 64 bit versions;
- A RGB webcam (Logitech B910 is the best choice).