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cp: deterministic recipes (6272, 6440) into r0.7.0 - #6527

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Cherry-pick of #6272 and #6440 into r0.7.0 (both labeled r0.7.0).

Picked with -x -s. #6272 was merged into a stacked branch rather than main, so its original commit was picked directly.

Conflict resolutions:

Unit tests were not run locally (no working env on the login node); relying on CI.

🤖 Generated with Claude Code

…light-16B pretrain recipes (NVIDIA-NeMo#6440)

Signed-off-by: Zhiyu Li <zhiyul@nvidia.com>
Signed-off-by: adityavavreNVDA <avavre@nvidia.com>
Co-authored-by: Claude Sonnet 5.5 <noreply@anthropic.com>
Co-authored-by: adityavavreNVDA <avavre@nvidia.com>
(cherry picked from commit 7c2c9ba)
Signed-off-by: Zhiyu Li <zhiyul@nvidia.com>
@ZhiyuLi-Nvidia ZhiyuLi-Nvidia added feature New capabilities, enhancements, or enablement work area:recipe Training recipes and launch configs needs-review PR is ready for code review and waiting on a reviewer labels Oct 17, 2026
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test — 3b91885d Deployed Oct 16, 2026 by copy-pr-bot[bot] via cicd-wait-in-queue #22949
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