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Hi, and welcome to the recap of our latest video on AI and .NET. from the .NET Community Standups | .NET Live TV (microsoft.com)
In our latest video, we explored a real-world application of .NET and AI working together.
Bruno and Shaltiel hosted this session where the main focus was to showcase how ASP.NET, ONNX Runtime, and TorchSharp are leveraged to build a robust product that handles over 100,000 requests a day in each server instance.
The hosts also talked about the integration of different deep learning architectures like BERT models and RNNs, which are focused to minimize latency and maximize performance.
During the session Shaltiel showcased how to train a model from zero using Python libraries and how to later export the model to ONNX format and use it in C#. Bringing the best of both worlds.
Make sure to check out the full video for an in-depth look at how you can start leveraging these tools today and propel your projects into the future of AI-driven development.
Subscribe to .NET Live for the latest updates on .NET and Artificial Intelligence.
Happy Coding!
Bruno Capuano
Continue reading...
In our latest video, we explored a real-world application of .NET and AI working together.
Building a LLM from zero
Bruno and Shaltiel hosted this session where the main focus was to showcase how ASP.NET, ONNX Runtime, and TorchSharp are leveraged to build a robust product that handles over 100,000 requests a day in each server instance.The hosts also talked about the integration of different deep learning architectures like BERT models and RNNs, which are focused to minimize latency and maximize performance.
During the session Shaltiel showcased how to train a model from zero using Python libraries and how to later export the model to ONNX format and use it in C#. Bringing the best of both worlds.
Make sure to check out the full video for an in-depth look at how you can start leveraging these tools today and propel your projects into the future of AI-driven development.
Resources
For those eager to dive deeper, several resources were shared.- Dicta: DICTA
- BERT: google-bert/bert-base-uncased · Hugging Face
- All .NET Community sessions .NET Community Standups | .NET Live TV (microsoft.com)
Recording
Next Steps
Subscribe to .NET Live for the latest updates on .NET and Artificial Intelligence.Happy Coding!
Bruno Capuano
Continue reading...