InfoQ Homepage News
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University of Chinese Academy of Sciences Open-Sources Multimodal LLM LLaMA-Omni
Researchers at the University of Chinese Academy of Sciences (UCAS) recently open-sourced LLaMA-Omni, a LLM that can operate on both speech and text data. LLaMA-Omni is based on Meta's Llama-3.1-8B-Instruct LLM and outperforms similar baseline models while requiring less training data and compute.
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Meta Unveils Movie Gen, a New AI Model for Video Generation
Meta has announced Movie Gen, a new AI model designed to create high-quality 1080p videos with synchronized audio. The system enables instruction-based video editing and allows for personalized content generation using user-supplied images.
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Rspack 1.0 Released, 23X Faster than Webpack, Compatible with Top 50 Webpack Plugins
Rspack, a new JavaScript bundler that strives to be fully compatible with Webpack, is now production-ready. Rspack 1.0 is compatible with 40+ of the top 50 Webpack plugins. Rspack credits Rust for its performance and touts a 23x build time improvement over Webpack. ByteDance, the company behind it, uses Rspack in applications like TikTok, Douyin, Lark, and Coze.
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ASP.NET Core OData 9 Improves Performance, Drops .NET Framework
Microsoft announced the availability of the ASP.NET Core OData 9 package on August 30th 2024. The new package brings ASP.NET Core in line with .NET 8 OData libraries, changing the internal details of how the data is encoded in the OData format.
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Meta Releases Llama 3.2 with Vision, Voice, and Open Customizable Models
Meta recently announced Llama 3.2, the latest version of Meta's open-source language model, which includes vision, voice, and open customizable models. This is the first multimodal version of the model, which will allow users to interact with visual data in ways like identifying objects in photos or editing images with natural language commands among other use cases.
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Java News Roundup: OpenJDK JEPs, Plans for Spring 7.0, JobRunr 7.3, Keycloak 26.0, Debezium 3.0
This week's Java roundup for September 30th, 2024 features news highlighting: new OpenJDK JEPs and those targeted for JDK 24; plans for Spring Framework 7.0; JobRunr 7.3.0, Keycloak 26.0.0 and Debezium 3.0.0.
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Safe C++ is A new Proposal to Make C++ Memory-Safe
The goal of the Safe C++ proposal is extending C++ by defining a superset of the language that can be used to write code with the strong safety guarantees similarly to code written in Rust. The key to its approach is introducing a new safe context where only a rigorously safe subset of C++ is allowed.
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Deezer Optimizes Kubernetes Autoscaling with Custom Metrics
Popular music streaming service Deezer has written about using custom metrics to enable auto-scaling in its Kubernetes infrastructure. Server utilisation and performance issues made scaling applications to an appropriate size and number of replicas challenging, and Kuberenetes' HPA scaling alone didn't solve these issues. So Deezer turned to custom metrics.
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OpenAI Releases Stable Version of .NET Library with GPT-4o Support and API Enhancements
OpenAI has released the stable version of its official .NET library, following June's beta launch. Available as a NuGet package, it supports the latest models like GPT-4o and GPT-4o mini, and the full OpenAI REST API. The release includes both sync and async APIs, streaming chat completions, and key-breaking changes for improved API consistency.
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Mitmproxy 11 Released: Full HTTP/3 Support and DNS Enhancements
Mitmproxy released version 11, introducing some upgrades, including full support for HTTP/3 in both transparent and reverse proxy modes. Alongside the HTTP/3 advancements, this release brings a range of DNS-related improvements, enhanced privacy features, and better handling of modern web protocols.
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Valkey 8.0 Now Generally Available with Improved Memory Efficiency
The Linux Foundation has announced the general availability of Valkey 8.0, the open source in-memory storage solution developed as a successor to Redis. By introducing a dictionary per slot and embedding keys directly into dictionary entries, developers can achieve up to 20% more capacity, allowing for the storage of additional keys per node.
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Microsoft Launches Public Preview of Azure FXv2-Series VMs for High-Performance Workloads
Microsoft launched the public preview of its new Azure FXv2-series Virtual Machines, designed for high-performance and compute-intensive workloads. Powered by the latest 5th Generation Intel Xeon Platinum 8573C processors, the FXv2-series includes two models: FXmsv2 and FXmdsv2, both offering significant enhancements over the previous FXv1-series.
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Compiler Explorer Provides Insights into Low-Level Android App Optimization
Android engineers at Google added support for the Java and Kotlin programming languages to Compiler Explorer, an open source tool aimed at exploring how compilers work by compiling code in real-time. Using Compiler Explorer, Android engineers can optimize the performance of their apps by observing how the compiler works under the hood instead of using a set of pre-defined best practices.
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Microsoft Releases Dev Proxy v0.21: New Features Enhance API Testing and Development Efficiency
Microsoft has announced the release of Dev Proxy v0.21, introducing several notable features. Among the key additions are the ability to simulate authentication and authorization using API keys and OAuth2, the capability to quickly generate JWT tokens for testing, a new version of the toolkit, and other improvements.
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How to Improve Software Team Performance with Experimentation
According to Terhi Aho, experimentation is a way of thinking that guides action. By experimenting we can develop ways of working without a major change process. It can help software teams to solve problems in small steps, relieve their workload, and foster self-management.