Author Archives: Amit Raja Naik - Page 10
In the previous version, TensorFlow error stack traces involved many internal frames, which could be challenging to read through.
Microsoft launched a new Azure OpenAI service that combines access to powerful OpenAI’s GPT-3 language models with Azure’s enterprise capabilities.
Last year, Apple filed for a new patent under ‘User behaviour model development with private federated learning.'
Enterprises need to partner with professionals outside of IT to automate business processes and data integration.
Other large scale transformer models include EleutherAI GPT-J, BAAI's Wu Dao 2.0, Google's Switch Transformer, and NVIDIA-Microsoft’s MT-NLG.
The key is that 1T was never ‘trained to convergence.’
Ideal stress testing and improvement processes would usually require iteration -- both the requirements of ML systems and the world in which they are used are constantly changing.
Amazon Alexa team uses transfer learning extensively to transfer knowledge across various language models, features, and better machine translation.
The new update is focused on improving the training and performance, alongside developer usability.
Data science team at Urban Company helps fine-tune different business and product areas like compliance, matchmaking, trust and safety, fraud, credit risk, customer/partner value, etc.