“…We begin by equipping you with the necessary software to operate these models locally, enabling you to explore various open-source models, including Google's Gemma:7b and Llama3, without the need for an internet connection. …”

Accés lliure
Accés lliure

Accés Lliure

“…He introduces advanced concepts and implementation suggestions to increase the performance of the TensorFlow Serving setup, which includes an introduction to how clients can request model meta-information from the model server, an overview of model optimization options for optimal prediction throughput, an introduction to batching requests to improve the throughput performance, an example implementation to support model A/B testing, and an overview of monitoring your TensorFlow Serving setup."…”

“…Alon Gavra (AppsFlyer) dives into how AppsFlyer built its microservices architecture with Kafka as its core piece to support 70B+ requests daily. With continuous growth, the company needed to "learn on the job" how to improve its Kafka architecture by moving to the producer-owner cluster model, breaking up its massive monolith clusters to smaller, more robust clusters and migrating from an older version of Kafka with real-time production clients and data streams. …”