Enterprise

Weights & Biases#

OverviewInstall

Chart Name	Version	App version
wandb-operator	1.4.1	1.0.0

W&B Weave is a framework for tracking, experimenting with, evaluating, deploying, and improving LLM-based applications. Designed for flexibility and scalability, Weave supports every stage of your LLM application development workflow:

Tracing & Monitoring: Track LLM calls and application logic to debug and analyze production systems.
Systematic Iteration: Refine and iterate on prompts, datasets and models.
Experimentation: Experiment with different models and prompts in the LLM Playground.
Evaluation: Use custom or pre-built scorers alongside our comparison tools to systematically assess and enhance application performance.
Guardrails: Protect your application with safeguards for content moderation, prompt safety, and more.

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Prerequisites#

Deploy k0rdent v1.4.0: QuickStart

Install template to k0rdent#

helm upgrade --install wandb-operator oci://ghcr.io/k0rdent/catalog/charts/kgst --set "chart=wandb-operator:1.4.1" -n kcm-system

Verify service template#

kubectl get servicetemplates -A
# NAMESPACE    NAME                            VALID
# kcm-system   wandb-operator-1-4-1            true

Deploy service template#

apiVersion: k0rdent.mirantis.com/v1beta1
kind: MultiClusterService
metadata:
  name: wandb
spec:
  clusterSelector:
    matchLabels:
      group: demo
  serviceSpec:
    services:
    - template: wandb-operator-1-4-1
      name: wandb-operator
      namespace: wandb

Official docs