wandb-tui 0.1.0

Terminal dashboard for comparing Weights & Biases runs from project or run URLs

wandb-tui

A lightweight terminal dashboard for comparing Weights & Biases runs directly from W&B project or run URLs.

It was built for remote/cloud W&B runs when you want a LEET-like terminal view without needing the original local wandb/ run directories.

Features

• Single-run metric dashboard
• Multi-run project comparison from a W&B project URL
• W&B-style per-run colored columns
• plotext line charts for multi-run metric overlays
• Metric search, group filtering, sorting, and refresh
• JSON export for downstream analysis
• Works against public runs without wandb installed; uses WANDB_API_KEY automatically for private runs

Install / run with uv

uv sync

Run the CLI entrypoint:

uv run wandb-tui --help

Or run it as a Python module:

uv run python -m wandb_tui --help

Usage

Compare recent runs in a project

uv run wandb-tui \
  'https://wandb.ai/aurora_gpt/ezpz.examples.fsdp_tp?nw=nwuserforemans' \
  --runs 8

Press m to toggle from table mode to plot mode.

View a single run

uv run wandb-tui \
  https://wandb.ai/aurora_gpt/ezpz.examples.fsdp_tp/runs/vrxuo55p

Non-interactive table snapshot

uv run wandb-tui \
  'https://wandb.ai/aurora_gpt/ezpz.examples.fsdp_tp?nw=nwuserforemans' \
  --runs 8 \
  --once \
  --search train/loss \
  --group train

Export JSON

uv run wandb-tui \
  'https://wandb.ai/aurora_gpt/ezpz.examples.fsdp_tp?nw=nwuserforemans' \
  --runs 8 \
  --json /tmp/wandb_project_metrics.json

Controls

Key	Action
q	Quit
↑ / ↓, j / k	Scroll
PgUp / PgDn	Page scroll
Home / End	Jump
/	Search metric names
Esc	Clear search
g	Cycle metric group filter
m	Toggle table/chart mode in project view
s	Cycle sort mode
r	Refresh from W&B
?	Help

W&B LEET comparison

W&B's official LEET TUI is excellent for local wandb/ directories and .wandb files, and newer versions support remote single-run URLs. This tool focuses on remote multi-run project comparisons over W&B's GraphQL API.

Notes

• Public W&B projects/runs can be queried without authentication.
• For private projects, set WANDB_API_KEY in your environment.
• plotext is included as a dependency for chart mode.