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[spec decoding] support inkling dspark - #31847
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Qiaolin-Yu
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…fill-graph static buffer) The Inkling-specific serving glue PR sgl-project#31847 does not deliver: aux-layer capture on the target via a single-buffer _AuxCaptureSink with a stash/pop handoff, set_dflash_layers_to_capture / lm_head attach points for the DSpark worker, tensor-form aux_hidden_states handling in LogitsProcessor, and full prefill CUDA-graph support through a stable-address aux buffer re-armed at replay.
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Complement to PR sgl-project#31847, which bounds the mask token by padded_vocab_size in the worker; this relaxes the config-side hard error to a warning for targets whose mask token lives in a padded embedding slot (Inkling-Small: embed rows 201024 > logical vocab 200058).
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/tag-and-rerun-ci,/tag-run-ci-label,/rerun-failed-ciCI States
Latest PR Test (Base): ✅ Run #31350816508
Latest PR Test (Extra): ✅ Run #31350816469