9a3bdf2162
### What this PR does / why we need it?
Optimizes the performance of the Qwen3 quantization model by registering
a custom model and adding the AddRmsNormQuant operation. Subsequent PRs
will focus on performance optimizations based on this custom model.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
CI passed with existing test.
- vLLM version: v0.9.2
- vLLM main:
8d0a01a5f2
Signed-off-by: rjg-lyh <1318825571@qq.com>
63 lines
2.3 KiB
Python
63 lines
2.3 KiB
Python
from vllm import ModelRegistry
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import vllm_ascend.envs as envs
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def register_model():
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from .deepseek_dbo import CustomDeepseekDBOForCausalLM # noqa: F401
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from .deepseek_mtp import CustomDeepSeekMTP # noqa: F401
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from .deepseek_v2 import CustomDeepseekV2ForCausalLM # noqa: F401
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from .deepseek_v3 import CustomDeepseekV3ForCausalLM # noqa: F401
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from .qwen2_5_vl import \
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AscendQwen2_5_VLForConditionalGeneration # noqa: F401
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from .qwen2_vl import AscendQwen2VLForConditionalGeneration # noqa: F401
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from .qwen3 import CustomQwen3ForCausalLM # noqa: F401
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ModelRegistry.register_model(
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"DeepSeekMTPModel",
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"vllm_ascend.models.deepseek_mtp:CustomDeepSeekMTP")
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ModelRegistry.register_model(
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"Qwen2VLForConditionalGeneration",
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"vllm_ascend.models.qwen2_vl:AscendQwen2VLForConditionalGeneration")
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if envs.USE_OPTIMIZED_MODEL:
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ModelRegistry.register_model(
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"Qwen2_5_VLForConditionalGeneration",
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"vllm_ascend.models.qwen2_5_vl:AscendQwen2_5_VLForConditionalGeneration"
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)
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else:
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ModelRegistry.register_model(
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"Qwen2_5_VLForConditionalGeneration",
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"vllm_ascend.models.qwen2_5_vl_without_padding:AscendQwen2_5_VLForConditionalGeneration_Without_Padding"
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)
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if envs.VLLM_ASCEND_ENABLE_DBO:
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ModelRegistry.register_model(
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"DeepseekV2ForCausalLM",
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"vllm_ascend.models.deepseek_dbo:CustomDeepseekDBOForCausalLM")
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ModelRegistry.register_model(
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"DeepseekV3ForCausalLM",
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"vllm_ascend.models.deepseek_dbo:CustomDeepseekDBOForCausalLM")
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else:
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ModelRegistry.register_model(
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"DeepseekV2ForCausalLM",
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"vllm_ascend.models.deepseek_v2:CustomDeepseekV2ForCausalLM")
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ModelRegistry.register_model(
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"DeepseekV3ForCausalLM",
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"vllm_ascend.models.deepseek_v3:CustomDeepseekV3ForCausalLM")
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ModelRegistry.register_model(
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"Qwen3MoeForCausalLM",
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"vllm_ascend.models.qwen3_moe:CustomQwen3MoeForCausalLM")
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ModelRegistry.register_model(
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"Qwen3ForCausalLM", "vllm_ascend.models.qwen3:CustomQwen3ForCausalLM")
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ModelRegistry.register_model(
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"PanguProMoEForCausalLM",
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"vllm_ascend.models.pangu_moe:PanguProMoEForCausalLM")
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