Import a model into MAX

Input: a Hugging Face model ID ($ARGUMENTS).

Copy references/template.md to track this port as you work through the phases. Its file references are paths from this skill's root, so they still resolve after you copy it elsewhere.

Porting a model to MAX means writing a ModuleV3 model that performs the same computation as the model's modeling_<type>.py in Hugging Face transformers. You then compile it with the released weights and verify that the outputs match. ModuleV3 is MAX's model API. Layers are Module subclasses from max.experimental.nn with a forward() over Tensor values. Ops come from max.experimental.functional (imported as F). The pipeline builds the module under F.lazy() and compiles it with compile(weights=...). Single-GPU, tensor-parallel, and expert-parallel models all use ModuleV3. Multi-GPU models shard through a DeviceMesh.