Compare Zephyr changes using the same prepared dataset and matching execution settings. Analyze Finelog metrics for each processing stage to distinguish CPU efficiency, elapsed time, and peak memory changes, then report improvements, regressions, or tradeoffs.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Compare Zephyr performance before and after a PR
- Assess speed gains against additional CPU usage
- Check peak memory and out-of-memory regressions
marin-community/marin☆ 4천2026년 10월 20일 업데이트
Register Hugging Face datasets for Marin by inspecting their structure without downloading the full dataset. Identify text fields, configurations, and data splits, then add a dataset module and validate the mapping with a sample.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Registering a Hugging Face dataset for Marin
- Inspecting text fields without a full dataset download
- Checking configurations and data splits
marin-community/marin☆ 4천2026년 10월 20일 업데이트
Turn a specified GCP access request into a reviewable Pulumi change and pull request. Select the narrowest suitable role and encrypt personal email identities, covering resource permissions and Cloud Run viewer access through IAP, an access gateway.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Prepare a request for GCS bucket read access
- Add a viewer to a Cloud Run service protected by IAP
- Prepare service account impersonation permissions
marin-community/marin☆ 4천2026년 10월 20일 업데이트
Add or update Pallas/Mosaic kernels, specialized computation routines for JAX. The skill covers reference implementations, output and gradient checks, public wrappers, fallback behavior, performance benchmarks, and hardware-specific tuning when requested.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Adding a Pallas kernel for a JAX computation
- Checking outputs and gradients against a reference
- Maintaining backend selection and fallback behavior
marin-community/marin☆ 4천2026년 10월 20일 업데이트
Preserve old experiment scripts with a dated Git tag, a named snapshot of the code, and add comments linking related GitHub issues to the archived files and cleanup pull request.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Preserving a snapshot of old experiment scripts
- Linking experiment issues to archived files
- Updating archive notices after a tag changes
marin-community/marin☆ 4천2026년 10월 20일 업데이트
Launch and continuously monitor a specified Zephyr pipeline on Iris when asked. It checks coordinator and worker health, tracks stage progress, identifies stalled or repeated failures, and requires explicit approval before stopping or restarting jobs.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Launch a specified Zephyr pipeline and check startup
- Monitor stage progress and worker health over time
- Investigate stalled stages or repeated worker failures
marin-community/marin☆ 4천2026년 10월 20일 업데이트