Training large language models (LLMs) is a complex task which requires substantial computational resources and infrastructure. Fine-tuning LLMs for domain-specific data has emerged as a crucial technique to enhance their performance in specialized tasks and industries. In this talk we give an overview of the basic concepts of LLMs , their pre-training process, highlighting the transfer learning paradigm that forms the basis of fine-tuning.

The SNIA Technical Work Groups (TWGs) meet face-to-face on a regular basis to work on the development of SNIA technical specifications and standards. Join SNIA April 22-26 in Austin,Texas for a week filled with SNIA TWG meetings, Alliance meetings, Plugfests, and Regional SDC Austin.

The digital landscape is in hyperdrive, demanding an IT metamorphosis that transcends mere tools. Enter AIOps – not just a technological upgrade, but a paradigm shift redefining how we approach IT operations. This presentation delves beyond the nuts and bolts, unveiling AIOps as a revolution that infuses AI's intelligence into the very fabric of IT thinking and processes.

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SNIA's Storage Management Initiative (SMI) and DMTF's Redfish Forum are hosting the first joint Swordfish® and Redfish Plugfest on April 22-24 in Austin, TX, alongside SNIA's SDC Regional Austin event. Attendees will have hands-on access to Redfish and Swordfish systems in both labs, with interactive sessions for utilizing their APIs, live assistance from developers, and learning about their technologies and interoperability.

Mark your calendar for April 24th in Austin, TX, as SNIA's Regional SDC Austin will be a one-day dynamic event where industry experts converge to explore the latest advancements and applications in data technologies.

Now in its 12th year, the Summit brings together the leading experts on the current and future topics in the compute, memory, and storage ecosystem, including AI, cloud, CXL, future trends, sustainability, and storage networking in an interactive setting.

SNIA SMI Governing Board Member Chris Lionetti, author of "Windows PowerShell Toolkit for Swordfish," will be speaking about SNIA Swordfish® and DMTF Redfish® in the market and how these technologies can be used to your advantage in a PowerShell environment.

Large Language models (LLMs) based on Transformers architecture have demonstrated the state-of-the-art performance in different code generation benchmarks such as MBPP and HumanEval. In this talk, we will demonstrate how we have used open source LLM models to develop a code generation workflow that can be trained internally in an on-prem infrastructure and used for improving developer productivity by aiding in tasks such as unittest generation, code documentation, code refactoring, code translation, search, and code alignment.

DNA Data Storage Alliance partners w/ Technion and Technical University of Munich for Satellite Workshop on Coding Theory for DNA Data Storage.

The International Conference on Massive Storage Systems and Technology is a venue for massive-scale storage system designers and implementers, storage architects, researchers, and vendors to share best practices and discuss building and securing the world’s largest storage systems for high-performance computing, web-scale systems, and enterprises.