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[feat] Support MRoPE + YaRN - #25384
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Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com>
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This pull request adds support for MRoPE with YaRN scaling. The changes in vllm/model_executor/layers/rotary_embedding/__init__.py correctly dispatch to MRotaryEmbedding when YaRN scaling is used with mrope_section. The changes in vllm/model_executor/layers/rotary_embedding/mrope.py add YaRN parameters and reuse logic from YaRNScalingRotaryEmbedding. However, I've found a critical issue in how MRotaryEmbedding interacts with the YaRN scaling logic, which will lead to incorrect rotary embeddings. Please see my detailed comment.
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com>
ywang96
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Thanks for the contribution! This looks reasonable to me!
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com> Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com> Signed-off-by: charlifu <charlifu@amd.com>
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com> Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com> Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com> Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com> Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com> Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com> Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com> Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com> Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com> Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com> Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com> Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>
Support MRoPE + YaRN for Qwen3-VL, tested with internal ckpt. 🙏
Enable YaRN with modified config: