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Researchers from Microsoft, the University of Wisconsin–Madison, and Columbia University have open-sourced Large Language and Vision Assistant (LLaVA). LLaVA is based on a CLIP image encoder and a LLaMA language decoder, is fine-tuned on a synthetic instruction-following dataset, and achieved state-of-the-art accuracy on the ScienceQA benchmark.
This article introduces the field of green software engineering, showing the Green Software Foundation’s Software Carbon Intensity Specification, which is used to estimate the carbon footprint of software, and discusses ideas on how to make machine learning greener. It aims to give you the tools to take an active part in the climate solution
Grafana Labs has released version 9.5 of Grafana including improvements to Grafana Alerting, service accounts, and improvements to the dashboards. Support bundles were also released providing a simpler way to gather and share debugging information about the Grafana stack. AWS has announced support for Grafana 9.4 within their Amazon Managed Grafana service.
This week's Java roundup for May 22nd, 2023 features news from OpenJDK, JDK 21, Spring Cloud 2022.0.3, Spring Shell 3.1.0, 3.0.4 and 2.1.10, Spring Security Kerberos 2.0-RC2, Payara Platform, Quarkus 3.0.4 and 2.13.8, WildFly 28.0.1, Micronaut 4.0-M5, Helidon 2.6.1, MicroStream 8.1.0, Apache Camel 3.20.5, JDKMon 17.0.61, JHipster Lite 0.33.0, Java’s 28th Birthday and Azul State of Java survey.
Cloudflare uses Kafka clusters to decouple microservices and communicate the creation, change or deletion of various resources via protobuf, a common data format in a fault-tolerant manner. The authors suggest investing in metrics for problem detection, prioritizing clear SDK documentation, and balancing flexibility and simplicity for standardized pipelines.
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