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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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18
vllm/model_executor/models/nano_nemotron_vl.py
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@@ -35,7 +35,7 @@ from vllm.model_executor.models.nemotron_h import NemotronHForCausalLM
from vllm.model_executor.models.radio import RadioModel
from vllm.model_executor.models.utils import (flatten_bn,
init_vllm_registered_model,
isin_list, maybe_prefix)
maybe_prefix)
from vllm.multimodal import MULTIMODAL_REGISTRY
from vllm.multimodal.inputs import (MultiModalDataDict, MultiModalFieldConfig,
MultiModalKwargs, MultiModalKwargsItems,
@@ -1135,22 +1135,6 @@ class NemotronH_Nano_VL_V2(nn.Module, HasInnerState, IsHybrid,
input_ids = 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:
context_token_ids = [
token_id for token_id in (self.img_context_token_id,
self.video_context_token_id)
if token_id is not None
]
vision_embeddings = self.get_multimodal_embeddings(**kwargs)
inputs_embeds = self.get_input_embeddings(
input_ids,
vision_embeddings,
is_multimodal=isin_list(input_ids, context_token_ids),
)
input_ids = None
hidden_states = self.language_model(
input_ids=input_ids,
positions=positions,