[Fix] Vocab out of bounds in DSpark for Inkling-Small (#33748)
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@@ -124,12 +124,18 @@ class DSparkWorkerV2(BaseSpecWorker):
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self.draft_model = bundle.draft_model
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self.draft_model = bundle.draft_model
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self._draft_sampler = None
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self._draft_sampler = None
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# The mask token needs an embedding row, not a tokenizer entry, so bound it
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# by the embedding width. A padded vocab reserves rows past the real tokens
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# and drafts place the mask there (Inkling: 200058 real, 201024 padded).
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target_model_config = self.target_worker.model_runner.model_config
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target_vocab_size = (
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getattr(target_model_config.hf_text_config, "padded_vocab_size", None)
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or target_model_config.vocab_size
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)
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runtime_config = resolve_runtime_config(
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runtime_config = resolve_runtime_config(
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draft_hf_config=self.draft_model_runner.model_config.hf_config,
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draft_hf_config=self.draft_model_runner.model_config.hf_config,
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speculative_num_draft_tokens=server_args.speculative_num_draft_tokens,
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speculative_num_draft_tokens=server_args.speculative_num_draft_tokens,
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target_vocab_size=int(
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target_vocab_size=int(target_vocab_size),
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self.target_worker.model_runner.model_config.vocab_size
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),
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)
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)
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self.gamma = runtime_config.gamma
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self.gamma = runtime_config.gamma
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self.verify_num_draft_tokens = runtime_config.verify_num_draft_tokens
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self.verify_num_draft_tokens = runtime_config.verify_num_draft_tokens
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