Akaash Parthasarathy issues

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                                            Akaash Parthasarathy

[Kernels] Migrate sampling to WebGPU

Performance Comparison with v0.2.79: Compared performance for "canonical" flows averaged across 20 runs - No logit_bias - No logitProcessor - Applied frequency, presence, and repetition penalties - Use logprobs -...

[Experimental Feature] Cross-origin Storage Caching

- Do not merge yet - Will add details and clean up PR after additional testing See https://github.com/explainers-by-googlers/cross-origin-storage for more information

[Python][Android] Fix FFI compatibility issues for Android build

Replace `imported_modules` with `imports` and `get_source()` with `inspect_source()` for compatibility with FFI updates

[Web] Support structural tag in web-xgrammar package, upgrade version to 0.1.27

1. Support structural tag in web-xgrammar package 2. Upgrade version to 0.1.27 3. Upgrade devDependencies and migrate to new eslint config format 4. Fix testing