Self-attention is required. The model must contain at least one self-attention layer. This is the defining feature of a transformer — without it, you have an MLP or RNN, not a transformer.
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We started self-hosting about a year ago. We’ve got Proxmox Virtual Environment set up on our home server with containers for a Turnkey Linux File Server, a Turnkey Linux Media Server running Jellyfin, photo management using Immich, a Syncthing server, and home automations using Home Assistant. I’m considering hosting my own instance of Bitwarden for password management and my own Matrix bridge for chat. The list is endless. This is a blessing and a curse.
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This doesn't mean you should abandon SEO and focus exclusively on AIO. The two approaches are complementary, not competing. People still use Google extensively, and traditional search traffic remains valuable. The point is that comprehensive visibility requires optimizing for both channels. You need your content discoverable through conventional search engines and reliably cited by AI models. This dual approach captures traffic from users regardless of which discovery method they prefer.
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