Catalog Details

• CATEGORY

  deployment

• CREATED BY

  Shubham Pandey

• UPDATED AT

  May 21, 2024

• VERSION

  1.0

Pattern Snapshot

Related Patterns

deployment

Fault-tolerant batch workloads on GKE

MESHERY4b55

What this pattern does:

Serve a large language model (LLM) with GPUs in Google Kubernetes Engine (GKE) mode. Create a GKE Standard cluster that uses multiple L4 GPUs and prepares the GKE infrastructure to serve any of the following models: 1. Falcon 40b. 2. Llama 2 70b

Caveats and Consideration:

Depending on the data format of the model, the number of GPUs varies. In this design, each model uses two L4 GPUs.

Compatibility:

Recent Discussions with "meshery" Tag

• May 20 | New member at Meshery, looking for a MeshMate Emmeline
• May 19 | Newcomer looking for guidance Faisal Imtiyaz123
• May 17 | Doubt regarding plugins in Meshery UI Utsav Lal
• Apr 14 | Unable to deploy meshery to minikube Shahid Ilhan
• May 08 | No reachable contexts found in the uploaded kube config Christopher Kalule
• May 08 | Meshery Development Meeting | May 8th 2024 Yash Sharma
• May 01 | WEBINAR: Making the CNCF Landscape interactive with Meshery Sandra Ashipala
• Apr 24 | Meshery Development Meeting | April 24th 2024 Yash Sharma
• Mar 11 | [Help Wanted] A list of open DevOps-centric needs on Meshery projects Lee Calcote
• Apr 16 | Help needed for setup of meshery cli Pratiksha Sankhe