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GPT-4 Programming Tutorials & Engineering Articles
34 GPT-4 tutorials, guides, and engineering insights from NVIDIA, Uber, Palantir, and more
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GPT-4 Articles & Tutorials
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Nuzhet Atay
15 min read
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The article explores the potential of Large Language Models (LLMs) to replace Site Reliability Engineers (SREs) in performing root cause analysis (RCA) for production issues.
Lionel Palacin and Al Brown
76 min read
Includes Code
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uReview is an AI code review platform developed by Uber to enhance the code review process by providing timely, high-quality feedback.
The article discusses how to build financial operations agents using Hypermode and Stripe, allowing users to automate complex financial workflows through natural language descriptions without needi...
The article discusses how Uber has advanced its invoice document processing by implementing a GenAI-powered automation system.
The article discusses the development and implementation of Copilot secret scanning, a feature that uses AI to detect leaked passwords in codebases.
This article discusses how Cloudflare is enhancing its platform for building AI agents, introducing new tools and frameworks that simplify the development process.
Rita Kozlov
13 min read
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The article discusses the development of domain-adapted foundation GenAI models at LinkedIn, focusing on their application within the Economic Opportunity Network (EON) project.
Praveen Kumar Bodigutla
12 min read
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The article discusses the fine-tuning of small language models (SLMs) to enhance code review accuracy, addressing challenges faced by enterprises in adopting large foundational models.
Japinder Singh
14 min read
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The article discusses how Uber optimizes the training of Large Language Models (LLMs) using both open-source and in-house models.
ApacheApache KafkaApache SparkCometDockerGoogle CloudGPTGPT-4Hugging FaceKubernetesMistralPyTorchSQLTransformers
Bo Ling, Jiapei Huang, Baojun Liu, Chongxiao Cao, Anant Vyas, Peng Zhang
11 min read
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The article discusses advanced Retrieval-Augmented Generation (RAG) techniques applied to telecommunications standards, specifically O-RAN, using NVIDIA NIM microservices.
The article discusses the implementation of Palantir's AI-enabled Customer Service Engine (CSE) and its impact on customer service operations.
The article discusses QueryGPT, a tool developed by Uber that converts natural language prompts into SQL queries using generative AI.
Jeffrey Johnson, Callie Busch, Abhi Khune, Pradeep Chakka
14 min read
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The article discusses the introduction of NVIDIA's Nemotron-4-340B family of models designed for synthetic data generation (SDG), emphasizing their application in creating high-quality training dat...
The article discusses a new AI-powered system called SPICA designed to enhance video accessibility for blind and low-vision viewers.
Writer has launched two domain-specific AI models, Palmyra-Med 70B and Palmyra-Fin 70B, enhancing NVIDIA NIM's capabilities in healthcare and finance.
The article discusses how Infosys has automated the generation of TOSCA templates for telecom network design using NVIDIA NIM and NVIDIA NeMo.
This article explores the transformative potential of diffusion models within the Architecture, Engineering, and Construction (AEC) industry, highlighting their ability to generate high-quality vis...
Sama Bali
12 min read
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The article introduces DoRA, a high-performing alternative to Low-Rank Adaptation (LoRA) for fine-tuning pretrained models.
Min-Hung Chen
5 min read
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The article discusses critical considerations for healthcare leaders when integrating AI solutions into their workflows.
Palantir
7 min read
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The article discusses the importance of data curation in training large language models (LLMs) and introduces NVIDIA NeMo Curator, an open-source framework designed for creating high-quality datase...
Mehran Maghoumi
14 min read
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The article discusses the development of an open-source AI image description service using large language models (LLMs) like LLaVA and tools such as Ollama and PocketBase.
The article discusses how Amdocs is leveraging NVIDIA NIM to enhance generative AI performance while reducing operational costs in telecommunications.
The article discusses the application of Mixture of Experts (MoE) in large language model (LLM) architectures, highlighting its benefits in terms of model capacity, cost efficiency, and latency red...
Kyle Kranen
11 min read
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The article provides an in-depth introduction to Retrieval-Augmented Generation (RAG) systems, outlining their components, implementation strategies, and best practices for enhancing accuracy and p...
Hayden Wolff
10 min read
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The article introduces the NVIDIA GH200 NVL32, a groundbreaking superchip designed for large language models (LLMs), recommender systems, and graph neural networks (GNNs).
Harry Petty
8 min read
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NVIDIA has introduced the Jetson Generative AI Lab, enabling developers to leverage generative AI capabilities on Jetson edge devices.
CLIPGenerative AIGitHub ActionsGPTGPT-4GradioHugging FaceModalOobaboogaRLHFSegment Anything ModelStable DiffusionTransformers
Chitoku Yato
9 min read
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The article discusses the Palantir Artificial Intelligence Platform (AIP) and its AIP Bootcamps, which enable participants to rapidly develop AI use cases in just one to five days.
Palantir
7 min read
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Cloudflare has introduced a new pricing model for Cloudflare Workers and Pages Functions, charging based on CPU time instead of idle time spent waiting for I/O.
Rita Kozlov
13 min read
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The article highlights the achievements and activities of Google Machine Learning communities in the second quarter of 2023, showcasing various training campaigns, community events, and innovative ...
GolangGoogle CloudGPT-4Hugging FaceJAXKerasKubernetesLangChainMachine LearningPaLMStable DiffusionTensorFlowTransformersVertex AI
Nari Yoon, Bitnoori Keum, Hee Jung, Soonson Kwon
14 min read
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The article discusses the inference characteristics of the Llama-2-70B language model, comparing its performance and cost against OpenAI's GPT-3. 5.
Aman
17 min read
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The article discusses the concept of 'prompt design' and draws parallels between prompting in AI and web design.
The article discusses the transformative impact of AI and generative AI on scientific computing, highlighting applications across various fields such as genomics, fusion simulation, nuclear physics...
The article discusses the security challenges associated with Generative AI applications and provides actionable strategies for developers to mitigate risks.
Reid Tatoris
12 min read
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