[Chore] Remove unused sampler in models (#25324)

Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
This commit is contained in:
Woosuk Kwon
2025-09-20 19:53:20 -07:00
committed by GitHub
parent 86647d1cd0
commit 572ddf83ce
5 changed files with 0 additions and 49 deletions

View File

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