Unleashing the Power of Gemma: From Cloud to Edge скачать в хорошем качестве

Unleashing the Power of Gemma: From Cloud to Edge

The session, part of the DevFest virtual series, featured Vasudev Maduri discussing the power of Gemma from cloud to edge. Vasudev covered the basics of Gemma, open models, and their current standing. He demonstrated how to deploy these models and integrate them with various applications, including legacy systems, mobile apps, and websites. The session highlighted the advantages of open models, such as data privacy and cost efficiency, while also addressing challenges like infrastructure maintenance. Vasudev provided demos on using Gemma models for image understanding, mathematical reasoning, and implementing function calling for external data integration. He also discussed the importance of choosing the right model based on use cases and the trade-offs involved in fine-tuning models for specific needs. The session concluded with a Q&A, addressing hyperparameter tuning, model downsizing, and practical suggestions for deploying models on different platforms.