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* Add xdit video diffusion base page. * Update supported accelerators. * Remove dependency on mad-tags. * Update docker pull section. * Update container launch instructions. * Improve launch instruction options and layout. * Add benchmark result outputs. * Fix wrong HunyuanVideo path * Finalize instructions. * Consistent title. * Make page and side-bar titles the same. * Updated wordlist. Removed note container reg HF. * Remove fp8_gemms in command and add release notes. * Update accelerators naming. * Add note regarding OOB performance. * Fix admonition box. * Overall fixes.