worb

A single-process local wandb-compatible server.

• powered by DuckDB
  • single file
  • simple backups
  • built-in SQL console
• single executable
  • build and run anywhere
  • WANDB_BASE_URL=http://your-worb-server

Let's be honest, metrics from your grand AI experiment fit on a consumer grade laptop from the late 90s.

import os
import wandb

os.environ["WANDB_DIR"] = "worb"
os.environ["WANDB_BASE_URL"] = "http://localhost:8080"
os.environ["WANDB_API_KEY"] = "dev-"+40*"f"

wandb.init(project="test-project", name="test-run")
for i in range(100):
    wandb.log({"loss": 1.0 / (i + 1), "step": i})
wandb.finish()