feat(bagel): add multimodal Bagel training support#2275
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Add BAGEL model, dataset, recipe, examples, EMA support, and focused unit coverage as a single public-facing change. The example token budgets match the one-node AM parity configuration to avoid the current full-budget OOM path. Validation: Native BAGEL and AM PR-ready 3k-step one-node parity runs completed successfully in W&B project Bagel-One-Node-PR-Parity. Signed-off-by: Zeyu Zhou <zezhou@nvidia.com>
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Add BAGEL model, dataset, recipe, examples, EMA support, and focused unit coverage as a single public-facing change.
The example token budgets match the one-node AM parity configuration to avoid the current full-budget OOM path.
Validation: Native BAGEL and AM PR-ready 3k-step one-node parity runs completed successfully in W&B project Bagel-One-Node-PR-Parity.
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