Qualia CLI

Terminal interface for the Qualia VLA fine-tuning platform.

Install

pip install qualia-cli

Or with uv:

uv tool install qualia-cli

Quick start

# Authenticate (pick one)
qualia auth login                        # interactive, saves to config
export QUALIA_API_KEY="your-api-key"     # env var
qualia --token <KEY> <command>           # inline, for CI/scripts

# List available models
qualia models list

# List GPU instances
qualia instances list

# Create a project
qualia projects create "My Robot"

# Start a fine-tuning job
qualia finetune create \
  --project-id <id> \
  --vla-type smolvla \
  --model-id lerobot/smolvla_base \
  --dataset-id lerobot/pusht \
  --dataset-last-modified "2025-01-15T10:00:00Z" \
  --model-last-modified "2025-01-15T10:00:00Z" \
  --hours 2.0 \
  --camera-mappings '{"cam_1": "observation.images.top"}'

# Check job status
qualia finetune get <job-id>

JSON output

All commands support --json for machine-readable output:

qualia projects list --json
qualia credits --json