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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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Google Expands Duet AI in Google Cloud for App Development, DevOps, and More
At Google Cloud Next, Google has expanded its always-on collaborator Duet AI with new features aimed at helping developers with application development, DevOps, database management and migration, data analysis and visualization, as well as cybersecurity.
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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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How Spotify Improved its LLM Chatbot in Sidekick
While using a Large Language Model chatbot opens the door to innovative solutions, Spotify engineer Ates Goral argues that crafting the user experience so it is as natural as possible requires some specific efforts to order to reduce latency.
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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.
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Stability AI Launches Open Source Chatbot Stable Chat
Stability AI, makers of the image generation AI Stable Diffusion, recently launched Stable Chat, a web-based chat interface for their open-access language model Stable Beluga. At the time of its release, Stable Beluga was the best-performing open large language model (LLM) on the HuggingFace leaderboard.
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Google Launches Three New Cloud Storage Options: Cloud Storage FUSE, Parallelstore, NetApp Volumes
Google recently launched three new cloud storage options: Cloud Storage FUSE for Artificial Intelligence (AI) applications that require file system semantics, a parallel file system Parallelstore for demanding AI and HPC applications that use GPUs, and NetApp Volumes for enterprise applications running in the cloud.
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GPT-3.5 Turbo Can Now Be Fine-Tuned for Improved Quality and Performance
OpenAI has made GPT-3.5 Turbo available to developers, with the added bonus of allowing them to customize the model to improve performance for their specific use cases. According to OpenAI, fine-tuning GPT-3.5 Turbo can even outperform base GPT-4 for certain tasks.
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MetaGPT Leverages Human Collaboration Techniques for Multi-Agent-Based Software Engineering
Created by a team of researchers from Chinese and US universities, MetaGPT is a new LLM-based meta programming framework aiming to enable collaboration in multi-agent systems by leveraging human procedural knowledge to enhance robustness, reduce errors, and engineer software solutions for complex tasks.
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LMSYS Org Releases Chatbot Arena and LLM Evaluation Datasets
Large Model Systems Organization (LMSYS Org) recently released Chatbot Arena, a comparison platform for large language models (LLMs), where users can pick the better response from a pair of chatbots. LMSYS also released a dataset containing conversations from the Arena as well as a dataset of human annotations of results from evaluating LLMs on the MT-Bench benchmark.
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Vector Engine for Amazon Opensearch Serverless Now in Preview
AWS announced the preview release of vector storage and search capability within Amazon OpenSearch Serverless. The capability is intended to support machine learning augmented search experiences and generative AI applications.
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Ai4 2023: Generative AI Testing Lessons from Hussein Mehanna of Cruise
The recent Ai4 conference featured a talk by Hussein Mehanna of Cruise titled "How Autonomous Vehicles Will Inform and Improve AI Model Testing." Some key takeaways are that systems should handle the "long tail," developers should measure model output quality, and developers should push their systems to fail.
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Jupyter AI Brings Generative AI to Notebooks
The open-source Project Jupyter, used by millions for data science and machine learning, has released Jupyter AI, a free tool bringing powerful generative AI capabilities to Jupyter notebooks.
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AI, ML, Data Engineering News Roundup: Jupyter AI, AudioCraft, OverflowAI, StableCode and Tabnine
The latest update, which covers developments until August 7, 2023, highlights significant accomplishments and statements made in the fields of artificial intelligence, machine learning, and data science. This week's major news involved Jupyter, Meta AI, Overflow, Stability AI and Tabnine.