Deepseek-Continuity

Every time an AI agent calls a generation API it starts from zero: the next frame gives your character a new face, the next line comes out in a different voice, and a silently failed generation still returns a success code. Deepseek-Continuity works like a film-set continuity supervisor. You pin a character, an actor, or a prop once, and every subsequent image, speech, music, or SFX call is held against that single reference. A built-in transcription loop lets the agent read its own output back and catch swallowed words or misread lines before they ship.

All inference runs locally with lazily loaded models that release the GPU the moment they go idle, sitting at just 0.21 GiB resident when unused so you can keep gaming on the same card. The minimum bar is 8 GiB VRAM and Vulkan 1.2+, tested on AMD with wired-but-untested paths for Intel and NVIDIA. You can also split the deployment: route image generation through any OpenAI-compatible endpoint while keeping speech and ASR local, so the weights for the remote half never touch your disk.

Built for developers shipping multi-modal AI agents, game teams that need a character to look identical across every sprite frame, and anyone who wants their agent to verify its own output rather than hand back a silent failure as a success.