--- description: Dell Technologies has announced support for standardized AI solutions optimized for Llama ecosystem. Dell Technologies has announced support for... title: Dell Announces Standardized AI Solutions Optimized for Llama Ecosystem image: https://www.storagereview.com/wp-content/uploads/2023/03/StorageReview-Dell-XE9680-3.jpg --- [![Storage Review]()](https://storagereview.com/) --- [Facebook](https://www.facebook.com/@storagereview) [X (Twitter)](https://twitter.twitter.com/storagereview) [Instagram](https://www.instagram.com/storagereview/) [LinkedIn](https://www.linkedin.com/company/storagereview-com) [YouTube](https://www.youtube.com/user/storagereview?sub_confirmation=1) [Email](mailto:info@storagereview.com) [Spotify](https://open.spotify.com/show/1y6VnznABhHeOSMOmbDTz0) [Reddit](https://www.reddit.com/r/StorageReview/) [Discord](https://discord.gg/TwMHb4azdC) [RSS Feed](https://www.storagereview.com/rss.xml) [TikTok](https://www.tiktok.com/@storagereview) [Facebook](https://www.facebook.com/@storagereview) [X (Twitter)](https://twitter.com/storagereview) [Instagram](https://www.instagram.com/storagereview/) [LinkedIn](https://www.linkedin.com/company/storagereview-com) [YouTube](https://www.youtube.com/user/storagereview?sub_confirmation=1) [Email](mailto:info@storagereview.com) [Spotify](https://open.spotify.com/show/1y6VnznABhHeOSMOmbDTz0) [Reddit](https://www.reddit.com/r/StorageReview/) [Discord](https://discord.gg/TwMHb4azdC) [RSS Feed](https://www.storagereview.com/rss.xml) [TikTok](https://www.tiktok.com/@storagereview) [![StorageReview.com]()](https://www.storagereview.com) ≡ Menu - [Home](https://www.storagereview.com/) - [Storage Reviews](https://www.storagereview.com/review) - [End User Reviews](https://www.storagereview.com/consumer) - [Enterprise Reviews](https://www.storagereview.com/enterprise) - [Ubiquiti Reviews](https://www.storagereview.com/best/ubiquiti-reviews) - [SR Merch](https://store.storagereview.com) - [Leaderboards](https://www.storagereview.com/best) - [Best Storage Arrays](https://www.storagereview.com/best/storage-arrays) - [Best Enterprise SSDs](https://www.storagereview.com/best/enterprise-ssds) - [Best Servers](https://www.storagereview.com/best/servers) - [Best Enterprise GPUs](https://www.storagereview.com/best/enterprise-gpus) - [Best Desktops for Local AI](https://www.storagereview.com/best/desktops-local-ai) - [Best Laptops for Local AI](https://www.storagereview.com/best/laptops-local-ai) - [Best Local LLM Tools](https://www.storagereview.com/best/local-llm-tools) - [Agentic AI Hardware](https://www.storagereview.com/best/agentic-ai-hardware) - [Best SSDs & Hard Drives](https://www.storagereview.com/best_drives) - [Best Portable SSDs](https://www.storagereview.com/best/portable-ssds) - [Best Business Laptops](https://www.storagereview.com/best/business-laptops) - [Best Mobile Workstations](https://www.storagereview.com/best/mobile-workstations) - [Best Desktop Workstations](https://www.storagereview.com/best/desktop-workstations) - [Best Mini PCs](https://www.storagereview.com/best/mini-pcs) - [Best Laptop Battery Life](https://www.storagereview.com/best/laptop-battery-life) - [Storage Reference Guide](https://www.storagereview.com/storage-reference-guide) - [About SR](https://www.storagereview.com/about-storagereview) - [StorageReview.com Sweepstakes Rules and Regulations](https://www.storagereview.com/storagereview-com-sweepstakes-rules-and-regulations) Search [Home](https://www.storagereview.com/) » [News](https://www.storagereview.com/news) » Dell Announces Standardized AI Solutions Optimized for Llama Ecosystem # Dell Announces Standardized AI Solutions Optimized for Llama Ecosystem by Harold Fritts on September 27, 2024 [AI](https://www.storagereview.com/enterprise/ai)  ◇  [Enterprise](https://www.storagereview.com/enterprise) Dell Technologies has announced support for standardized AI solutions optimized for Llama ecosystem. These solutions aim to simplify the development of AI applications and elevate the capabilities of agent-based workflows. ### Elevating AI Applications with Agentic Workflows Dell AI Solutions with Llama ecosystem are designed to simplify the developer experience and enhance the efficiency of AI applications. Llama Stack, a standardized software framework, supports multiple stages of AI development, including model training, fine-tuning, and production deployment. It now integrates tightly with PyTorch libraries, facilitating seamless deployment of retrieval-augmented generation (RAG) and other AI applications. ![]() Combining Llama Stack with Dell AI Factory enables organizations to leverage enterprise-grade infrastructure, supported by [Dell PowerEdge XE9680](https://www.storagereview.com/review/dell-poweredge-xe9680-review-my-favorite-server-ever-tested) servers equipped with NVIDIA H100 GPUs. This reference architecture provides scalability and performance, making it easier to develop agent-based AI applications. The architecture offers Standardized APIs that simplify development by promoting code reuse and enabling plug-and-play functionality for current and future Llama models. Secure deployment with built-in security features ensures AI applications are compliant and protected. Dell’s Adaptable infrastructure supports diverse AI use cases, from single-node inferencing to multi-node deployments. These features enable enterprises to implement workflows that involve multiple models and memory banks working together to solve complex business challenges. The reference architecture, integrated with Llama Stack, streamlines the execution of tasks such as inferencing, RAG, and synthetic data generation, while Llama Guard models establish safety measures and guardrails for enhanced security. ### Empowering Data Scientists and Developers Developing AI applications has challenges, including high costs, scalability concerns, and difficulty securing the necessary resources. Selecting the proper architecture and integrating and maintaining AI systems are critical. Dell’s AI Solutions with Llama aims to alleviate these challenges and benefit data scientists, developers, and IT decision-makers. ![]() The reference architecture offers detailed guidelines for deploying Llama models on PowerEdge XE9680 servers, with validated workflows and sample code to expedite development. The Dell AI Factory’s validated configurations streamline the installation of AI solutions in data centers, providing scalability across multiple nodes and backed by custom deployment services. The Dell AI Solutions with Llama lets developers quickly adopt new AI models, tools, and frameworks using standardized building blocks, ensuring portable code across different environments. It simplifies data pipelines through the Dell Data Lakehouse and PowerScale Platforms. Additionally, Llama models are available on Dell’s Enterprise Hub via the Hugging Face platform. These models are pre-packaged, ready-to-deploy containers and scripts for secure and efficient deployment. Dell also offers services for deploying Llama models, supporting strategy, data preparation, model implementation, and generative AI outcomes. ### Introducing Llama 3.2: Unlocking Multimodal Intelligence The release of Llama 3.2 represents a significant advancement in AI technology, providing developers with the tools to create a new generation of private, efficient, and responsible AI experiences. Llama 3.2 includes multilingual models ranging from 1B to 90B parameters capable of processing text and image inputs. These models, including the lightweight text-only options (1B and 3B) and the vision LLMs (11B and 90B), support long context lengths and are optimized for inference using advanced query attention mechanisms. Llama 3.2’s 11B and 90B models offer image reasoning capabilities, including document-level understanding, such as interpreting charts and graphs and image captioning. The models also support real-time and batch inference, optimized for interactive and high-throughput workloads. When integrated with Dell’s AI Factory solutions, these models enable enterprises to leverage AI across many applications, including defect detection in manufacturing, enhancing diagnostic accuracy in healthcare, and improving retail inventory management. **Engage with StorageReview** [Newsletter](https://www.storagereview.com/storage_newsletter) |  [YouTube](https://www.youtube.com/user/StorageReview "Opens in a new window") | Podcast  [iTunes](https://podcasts.apple.com/gb/podcast/storagereview-com-storage-reviews/id1060681115 "Opens in a new window")/ [Spotify](https://open.spotify.com/show/1y6VnznABhHeOSMOmbDTz0 "Opens in a new window") |  [Instagram](https://www.instagram.com/storagereview/ "Opens in a new window") |  [Twitter](https://twitter.com/storagereview "Opens in a new window") |  [TikTok](https://www.tiktok.com/@storagereview? "Opens in a new window") |  [RSS Feed](https://www.storagereview.com/rss.xml) ![]() ### Harold Fritts I have been in the tech industry since IBM created Selectric. My background, though, is writing. So I decided to get out of the pre-sales biz and return to my roots, doing a bit of writing but still being involved in technology. Previous post: [NetApp Unveils All-Flash ASA A-Series Storage Systems to Modernize Block Storage](https://www.storagereview.com/news/netapp-asa-a-series-storage-systems-modernize-block-storage) Next post: [OpenStack Dalmation Release Developed by the Likes of Red Hat, NVIDIA, and BBC R&D](https://www.storagereview.com/news/openstack-dalmation-release-developed-by-the-likes-of-red-hat-nvidia-and-bbc-rd) Trusted Vendors Products and solutions from our affiliate partners: - [ ![Ubiquiti Logo]() Ubiquiti ](https://store.ui.com/us/en?a_aid=StorageReview "Opens in a new window") - [ ![Newegg Logo]() Newegg ](https://click.linksynergy.com/fs-bin/click?id=g5terNMDhz0&offerid=1207190.18&subid=0&type=4 "Opens in a new window") - [ ![Amazon Logo]() Amazon ](https://amzn.to/4fLJUEW "Opens in a new window") Newsletter Subscribe to the StorageReview newsletter to stay up to date on the latest news and reviews. We promise no spam! 1 Leave this field empty if you’re human: ## Advertisement Content Categories [Facebook](https://www.facebook.com/@storagereview) [X](https://twitter.com/storagereview) [Instagram](https://www.instagram.com/storagereview/) [LinkedIn](https://www.linkedin.com/company/storagereview-com) [YouTube](https://www.youtube.com/user/storagereview?sub_confirmation=1) [Email](mailto:info@storagereview.com) [Spotify](https://open.spotify.com/show/1y6VnznABhHeOSMOmbDTz0) [Reddit](https://www.reddit.com/r/StorageReview/) [Discord](https://discord.gg/TwMHb4azdC) [RSS](https://www.storagereview.com/rss.xml) [TikTok](https://www.tiktok.com/@storagereview) Copyright © 1998-2025 Flying Pig Ventures, LLC Cincinnati, Ohio. All rights reserved. Manage your privacy To provide the best experiences, we and our partners use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us and our partners to process personal data such as browsing behavior or unique IDs on this site and show (non-) personalized ads. Not consenting or withdrawing consent, may adversely affect certain features and functions. Click below to consent to the above or make granular choices. Your choices will be applied to this site only. You can change your settings at any time, including withdrawing your consent, by using the toggles on the Cookie Policy, or by clicking on the manage consent button at the bottom of the screen. Functional Functional Always active The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Statistics Marketing Features Always active Special features Special purposes Always active - Manage options - Manage services - Manage {vendor\_count} vendors - [Read more about these purposes](https://cookiedatabase.org/tcf/purposes/) Accept Deny Manage options Save preferences Manage options - {title} - {title} - {title} Manage your privacy To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Statistics Marketing Features Always active Special features Special purposes Always active - Manage options - Manage services - Manage {vendor\_count} vendors - [Read more about these purposes](https://cookiedatabase.org/tcf/purposes/) Accept Deny Manage options Save preferences Manage options - {title} - {title} - {title} Manage consent Manage consent ```json {"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.storagereview.com\/news\/dell-announces-standardized-ai-solutions-optimized-for-llama-ecosystem","url":"https:\/\/www.storagereview.com\/news\/dell-announces-standardized-ai-solutions-optimized-for-llama-ecosystem","name":"Dell Announces Standardized AI Solutions Optimized for Llama Ecosystem - StorageReview.com","isPartOf":{"@id":"https:\/\/www.storagereview.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.storagereview.com\/news\/dell-announces-standardized-ai-solutions-optimized-for-llama-ecosystem#primaryimage"},"image":{"@id":"https:\/\/www.storagereview.com\/news\/dell-announces-standardized-ai-solutions-optimized-for-llama-ecosystem#primaryimage"},"thumbnailUrl":"https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/03\/StorageReview-Dell-XE9680-3.jpg","datePublished":"2024-09-27T14:53:29+00:00","breadcrumb":{"@id":"https:\/\/www.storagereview.com\/news\/dell-announces-standardized-ai-solutions-optimized-for-llama-ecosystem#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.storagereview.com\/news\/dell-announces-standardized-ai-solutions-optimized-for-llama-ecosystem"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.storagereview.com\/news\/dell-announces-standardized-ai-solutions-optimized-for-llama-ecosystem#primaryimage","url":"https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/03\/StorageReview-Dell-XE9680-3.jpg","contentUrl":"https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/03\/StorageReview-Dell-XE9680-3.jpg","width":1200,"height":761,"caption":"Dell XE9680"},{"@type":"BreadcrumbList","@id":"https:\/\/www.storagereview.com\/news\/dell-announces-standardized-ai-solutions-optimized-for-llama-ecosystem#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.storagereview.com\/"},{"@type":"ListItem","position":2,"name":"News","item":"https:\/\/www.storagereview.com\/news"},{"@type":"ListItem","position":3,"name":"Dell Announces Standardized AI Solutions Optimized for Llama Ecosystem"}]},{"@type":"WebSite","@id":"https:\/\/www.storagereview.com\/#website","url":"https:\/\/www.storagereview.com\/","name":"StorageReview.com","description":"StorageReview.com is a leading provider of news and reviews throughout the entire IT stack - from the datacenter to the edge, and all points in between.","publisher":{"@id":"https:\/\/www.storagereview.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.storagereview.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.storagereview.com\/#organization","name":"StorageReview.com","url":"https:\/\/www.storagereview.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.storagereview.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.storagereview.com\/wp-content\/uploads\/2020\/02\/Storage-Reviews-2-2.png","contentUrl":"https:\/\/www.storagereview.com\/wp-content\/uploads\/2020\/02\/Storage-Reviews-2-2.png","width":344,"height":61,"caption":"StorageReview.com"},"image":{"@id":"https:\/\/www.storagereview.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/storagereview","http:\/\/youtube.com\/user\/storagereview"]}]} ```