Add MRoPE operator stack and seed Qwen2.5‑VL integration #3377
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MagellaX force-pushed the feat/mrope-stage1 branch from 8780e91 to 5a458d3 Compare MagellaX force-pushed the feat/mrope-stage1 branch from b23aaa8 to fab0a40 Compare Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
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PR Description (talking it through)
Dropped a new op/mrope.py with the full multimodal rotary toolchain: cached inverse‑freq tables, tensor‑expr cos/sin kernels that run on the Unity TVM wheel, and the HuggingFace‑style get_mrope_position_ids.
Exported the helpers via mlc_llm.op and added a focused pytest (tests/python/op/test_mrope.py) so we can cross‑check the Relax kernels against NumPy and HF’s 3D position map logic.
Added python/mlc_llm/model/qwen2_5_vl/ as the stage‑1 model skeleton that already calls the new rotary path; runtime/package init got defensive tweaks (init.py, base.py) so Unity runtimes without register_func/MLC DLLs don’t explode during tests.