turboquant_plus

docs: add signalnine CUDA optimization log to references, update CUDA decode analysis

docs: point test results to PR #45, update backend support (Metal + CUDA + AMD HIP)

docs: add AMD HIP Windows build instructions with required optimization flags

Add GitHub Sponsors funding link

docs: update David Y. Tan attribution per his request