Generative AI on Kubernetes

In this episode of the Kubernetes Bytes podcast, Ryan and Bhavin sit down with Janakiram MSV - an advisor, analyst and architect to talk about how users can run Generative AI models on Kubernetes. The discussion revolves around Jani's home lab and his experimentation with different LLM models and how to get them running on NVIDIA GPUs. Jani has spent the past year becoming a subject matter expert in GenAI, and this discussion highlights all the different challenges he faced and what lessons he learnt from them.    Check out our website at https://kubernetesbytes.com/   Episode Sponsor: Elotl   * https://elotl.co/luna * https://www.elotl.co/luna-free-trial   Timestamps:  * 02:02 Cloud Native News  * 15:31 Interview with Jani  * 01:11:00 Key takeaways   Cloud Native News:  * https://www.techerati.com/press-release/octopus-deploy-acquires-codefresh-to-boost-kubernetes-and-cloud-native-delivery/ * https://www.civo.com/blog/kubefirst-joins-civo   * https://cast.ai/kubernetes-cost-benchmark  * https://www.techradar.com/pro/vmware-customers-are-jumping-ship-as-broadcom-sales-continue-heres-where-theyre-moving-to  * https://cloudonair.withgoogle.com/events/techbyte-making-ai-ml-scalable-cost-effective-gke * https://dok.community/dok-events/dok-day-kubecon-paris/  * https://training.linuxfoundation.org/certification/certified-argo-project-associate-capa    Show Links:  * https://www.youtube.com/janakirammsv  * https://www.linkedin.com/in/janakiramm/ * - NVIDIA Container Toolkit - https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/index.html * NVIDIA Device Plugin - https://github.com/NVIDIA/k8s-device-plugin * NVIDIA Feature Discovery - https://github.com/NVIDIA/gpu-feature-discovery * Hugging Face Text Gen Inference - https://huggingface.co/docs/text-generation-inference/index * Hugging Face Text Embeddings Inference - https://huggingface.co/docs/text-embeddings-inference/index * ChromaDB - https://www.trychroma.com/