Generative AI on Kubernetes

Kubernetes Bytes

Το περιεχόμενο παρέχεται από το Kubernetes Bytes, Ryan Wallner, and Bhavin Shah. Όλο το περιεχόμενο podcast, συμπεριλαμβανομένων των επεισοδίων, των γραφικών και των περιγραφών podcast, μεταφορτώνεται και παρέχεται απευθείας από τον Kubernetes Bytes, Ryan Wallner, and Bhavin Shah ή τον συνεργάτη της πλατφόρμας podcast. Εάν πιστεύετε ότι κάποιος χρησιμοποιεί το έργο σας που προστατεύεται από πνευματικά δικαιώματα χωρίς την άδειά σας, μπορείτε να ακολουθήσετε τη διαδικασία που περιγράφεται εδώ https://el.player.fm/legal.

2y ago 1:15:56

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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 επεισόδια

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