mlc

ML training monitor. Wraps your training script, streams output, and gives some charts. Quick and easy. No Wandb, no changes to your code, just reading from terminal output.

Quick Start

Install first:

curl -fsSL https://raw.githubusercontent.com/Malav-P/mlobs/main/install.sh | sh

Then run your training script:

mlc run python train.py --lr 1e-3
# OR
mlc run python main.py
# OR
mlc run <whatever your command is>

Info

• Run data is stored at ~/.mlc/runs
• To guarantee that your metrics are captured, print in jsonl format:

        print(json.dumps({
                            "step":      global_step,
                            "epoch":     epoch,
                            "loss":      round(loss, 6),
                            "acc":       round(acc, 6),
                            "lr":        round(lr, 6),
                            "grad_norm": round(float(np.linalg.norm(grad)), 6),
                        }), 
             flush=True)

Uninstall

sudo rm /usr/local/bin/mlc
rm -rf ~/.mlc/runs