[Chore] Remove unused sampler in models (#25324)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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@@ -26,7 +26,6 @@ from vllm.model_executor.layers.logits_processor import LogitsProcessor
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from vllm.model_executor.layers.quantization.base_config import (
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QuantizationConfig)
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from vllm.model_executor.layers.rotary_embedding import get_rope
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from vllm.model_executor.layers.sampler import SamplerOutput, get_sampler
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from vllm.model_executor.layers.vocab_parallel_embedding import (
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DEFAULT_VOCAB_PADDING_SIZE, ParallelLMHead, VocabParallelEmbedding)
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from vllm.model_executor.model_loader.weight_utils import default_weight_loader
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@@ -391,7 +390,6 @@ class Step3TextForCausalLM(nn.Module, SupportsPP):
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)
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self.logits_processor = LogitsProcessor(self.unpadded_vocab_size,
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config.vocab_size)
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self.sampler = get_sampler()
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else:
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self.lm_head = PPMissingLayer()
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@@ -413,14 +411,6 @@ class Step3TextForCausalLM(nn.Module, SupportsPP):
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sampling_metadata)
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return logits
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def sample(
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self,
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logits: Optional[torch.Tensor],
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sampling_metadata: SamplingMetadata,
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) -> Optional[SamplerOutput]:
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next_tokens = self.sampler(logits, sampling_metadata)
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return next_tokens
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def load_weights(self, weights: Iterable[tuple[str,
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torch.Tensor]]) -> set[str]:
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qkv_params_mapping = [
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