InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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JCP EC Industry Experts Reveal Their Favorite JDK 21 Feature at Special Oracle Event in NYC
At a special event hosted by the New York Java Special Interest Group and Garden State Java User Group at BNY Mellon in New York City, industry experts from the Java Community Process (JCP) Executive Committee participated in a panel discussion to reveal their favorite features from the upcoming release of JDK 21. Included in the festivities was a celebration of the 25th anniversary of the JCP.
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Abu Dhabi Releases Largest Openly-Available Language Model Falcon 180B
The Abu Dhabi government's Technology Innovation Institute (TII) released Falcon 180B, currently the largest openly-available large language model (LLM). Falcon 180B contains 180 billion parameters and outperforms GPT-3.5 on the MMLU benchmark.
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AWS Unveils Multi-Model Endpoints for PyTorch on SageMaker
AWS has introduced Multi-Model Endpoints for PyTorch on Amazon SageMaker. This latest development promises to revolutionize the AI landscape, offering users more flexibility and efficiency when deploying machine learning models.
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AI, ML, Data Engineering News Roundup: Stable Chat, Vertex AI, ChatGPT and Code Llama
The most recent update, which covers developments through September 4, 2023, highlights significant pronouncements and accomplishments in the fields of artificial intelligence, machine learning, and data science. Developments from Stability AI, Google, OpenAI, and Meta were among this week's significant stories.
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Weekly Update on Large Language Models: PointLLM, WALL-E, AskIt, and Jais
The most recent compilation of advanced research, inventive applications, and notable unveilings in the realm of Large Language Models (LLMs) during the week starting September 4th, 2023.
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Google Announces Ray Support for Vertex AI to Boost Machine Learning Workflows
Google has announced that it is expanding its open-source support for Vertex AI, its machine learning platform, by adding support for Ray, an open-source unified compute framework. This move is aimed at efficiently scaling AI workloads and enhancing the productivity and operational efficiency of data science teams.
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Duet AI Integration for Google Apigee API Management and Application Integration
At its Cloud Next event, Google announced the introduction of Duet AI into its cloud services Apigee API Management and Application integration to support developers in building APIs, integration flows, and extensions that connect Vertex AI or ChatGPT to real-world data through APIs. These capabilities will come in a private preview through Google Cloud’s Trusted Tester program in the coming weeks
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Level-up on Emerging Software Trends: QCon London Software Development Conference, April 8-10, 2024
QCon London, the Software International Development Conference organized by InfoQ, returns to the city on April 8-10, 2024. Over the last 17 years, QCon has always focused on the people who create and work with future technologies. The Program Committee carefully curates the QCon topics based on the important trends and essential best practices you need to know about.
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Google Cloud Unveils AlloyDB AI: Transforming PostgreSQL with Advanced Vector Embeddings and AI
During the recent Google Cloud Next, Google announced AlloyDB AI in preview as an integral part of AlloyDB for PostgreSQL, allowing developers to build generative (gen) Artificial Intelligence (AI) applications leveraging large language models (LLMs) with their real-time operational data through built-in, end-to-end support for vector embeddings.
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OpenAI Introduces ChatGPT Enterprise for Business-Focus
OpenAI is introducing ChatGPT Enterprise, which provides enterprise-grade protection and privacy, limitless higher-speed GPT-4 access, extended context windows for processing longer inputs, additional data analysis capabilities, customization possibilities, and much more.
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6 Tracks Not to Miss at QCon San Francisco, October 2-6, 2023: ML, Architecture, Resilience & More!
At InfoQ’s international software development conference, QCon San Francisco (October 2-6) 2023, senior software practitioners driving innovation and change in software development will explore real-world architectures, technology, and techniques to help you solve such challenges.
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Meta Open-Sources Code Generation LLM Code Llama
Meta recently open-sourced Code Llama, a code generation LLM which is based on the Llama 2 foundation model and carries the same community license. Code Llama was fine-tuned on 500B tokens of code and is available in three model sizes ranging up to 34B parameters. In evaluations on code-generation benchmarks, the model outperformed all other open-source models and is comparable to ChatGPT.
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Stack Overflow Announced OverflowAI Initiative for Generative AI
Stack Overflow announced the roadmap for the integration of generative AI into their public platform, Stack Overflow for Teams, and brand new product areas, like an IDE integration that brings the vast knowledge of 58 million questions and answers from their community right into the area where developers find focus and get work done.
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Google Expands Vertex AI Search and Conversation Capabilities
At its Google Cloud Next conference, Google officially introduced new capabilities for its enterprise AI platform, Vertex AI, which aim to enable more advanced user workflows, among other things.
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Spring AI Provides Integration with OpenAI and Azure OpenAI
The experimental Spring AI project was introduced during the SpringOne conference and allows the creation of AI applications by using common concepts of Spring. Currently the project integrates Azure OpenAI and OpenAI as AI backends. Use cases like content generation, code generation, semantic search and summarization are supported by the project.