VMware Private AI
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Reference Architecture on VMware Cloud Foundation (VCF) 5
The VMware GenAI Baseline Reference Architecture provides organizations with the fastest path from ML project to production.
Visit our GitHub repository to see code samples of our Reference Architecture.
Spin Up Clusters in Seconds Using Open Source Ray
Ray on VMware Cloud Foundation enables Data Scientists and MLOps engineers to scale AI and Python workloads effortlessly by utilizing their current compute footprints for ML workloads instead of defaulting to the public cloud. Through a new VMware Cloud Foundation plug-in, VMware will deliver Ray’s ease of automated AI workload deployment and scaling to Cloud Foundation environments.
Fine Tuning StarCoder
LLMs as coding assistants for developers is becoming mainstream in the industry. However, for companies with strict data privacy and security requirements, we need an on-premise solution. To solve this challenge, VMware is collaborating with Hugging Face to implement their open source code LLM: StarCoder on-premises.
Unlocking Tomorrow's Intelligence
Project Trinidad detects zero-day attacks in Modern Applications by applying Machine Learning to layer 7 East-West API traffic. Traffic is collected in kernel using eBPF. Our Machine Learning models infer normal application behavior from this traffic, and can detect anomalies that are symptomatic of threats and attacks.
AI-driven security assistant for swift, precise threat assessment and remediation featuring auto-processing of NSX+ NDR alerts, identifying familiar campaigns, and recommending actions. This chatbot uses generative AI and LLMs to aid analysts in natural language queries and explanations during triage, functioning as an expert collaborator in security decisions.
Confidential Computing offers guest applications end-to-end secure enclave support on the VMware vSphere platform. We designed generic enclave execution control and attestation/certifications APIs that make minimal assumptions on the underlying hardware capabilities. Looking toward the future, we are building a partner ecosystem to help accelerate the adoption of confidential computing while positioning VMware as a leader in multi-cloud security.
Research in AI
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Unleashing the Power of AI with Ethical Integrity
At VMware, our adoption of ethical AI principles must align with both our EPIC2 values and our ESG goals to build trustworthy and safe AI systems, which respect privacy, security and content ownership policies, and behave in a fair and transparent manner.