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[V0 Deprecation][Models] Remove all V0 condition for mm embeddings merge (#25331)

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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
This commit is contained in:
Isotr0py
2025-09-29 14:09:18 +08:00
committed by GitHub
parent 65ecb4f134
commit bd51f78e39
42 changed files with 13 additions and 809 deletions
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15
vllm/model_executor/models/hyperclovax_vision.py
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@@ -45,8 +45,7 @@ from vllm.sequence import IntermediateTensors
from .clip import CLIPVisionModel
from .interfaces import MultiModalEmbeddings, SupportsMultiModal, SupportsPP
from .siglip import SiglipVisionModel
from .utils import (AutoWeightsLoader, init_vllm_registered_model, isin_list,
maybe_prefix)
from .utils import AutoWeightsLoader, init_vllm_registered_model, maybe_prefix
from .vision import get_vision_encoder_info
EOT = "<|endofturn|>"
@@ -747,18 +746,6 @@ class HCXVisionForCausalLM(nn.Module, SupportsMultiModal, SupportsPP):
if intermediate_tensors is not None:
inputs_embeds = None
# NOTE: In v1, inputs_embeds is always generated at model runner, this
# condition is for v0 compatibility.
elif inputs_embeds is None:
multimodal_embeddings = self.get_multimodal_embeddings(**kwargs)
inputs_embeds = self.get_input_embeddings(
input_ids,
multimodal_embeddings,
is_multimodal=isin_list(
input_ids,
[self.config.image_token_id, self.config.video_token_id]),
)
input_ids = None
hidden_states = self.language_model.model(input_ids,
positions,
intermediate_tensors,