maedoc/tvb-wiki/modal-compute

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Run GPU workloads on Modal's serverless infrastructure. Use when the user needs remote GPU compute for training, inference, benchmarks, or batch processing and Modal CLI is available.

Install

npx vskill@latest install maedoc/tvb-wiki/modal-compute

SKILL.md

The same SKILL.md was published earlier as yejunbin/darwin/modal-compute.

Modal Compute

Use the modal CLI for serverless GPU workloads. No pod lifecycle to manage — write a decorated Python script and run it.

Setup

bash
pip install modal
modal setup

Commands

CommandDescription
modal run script.pyRun a script on Modal (ephemeral)
modal run --detach script.pyRun detached (background)
modal deploy script.pyDeploy persistently
modal serve script.pyServe with hot-reload (dev)
modal shell --gpu a100Interactive shell with GPU
modal app listList deployed apps

GPU types

T4, L4, A10G, L40S, A100, A100-80GB, H100, H200, B200

Multi-GPU: "H100:4" for 4x H100s.

Script pattern

python
import modal
app = modal.App("experiment")
image = modal.Image.debian_slim(python_version="3.11").pip_install("torch==2.8.0")
@app.function(gpu="A100", image=image, timeout=600)
def train():
import torch
# training code here
@app.local_entrypoint()
def main():
train.remote()

When to use

  • Stateless burst GPU jobs (training, inference, benchmarks)
  • No persistent state needed between runs
  • Check availability: command -v modal

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewNot runA model review is scheduled for the next rescan.

Quality evaluation

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Source

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