Generative AI on Kubernetes

Kubernetes Bytes

Conteúdo fornecido por Kubernetes Bytes, Ryan Wallner, and Bhavin Shah. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Kubernetes Bytes, Ryan Wallner, and Bhavin Shah ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.

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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/

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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/

88 episódios

#Tech #Bhavin Shah #Ryan Wallner #Kubernetes Bytes #Kuberentes #Cloud IT #CONTAIN #Cloud Native #Software