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"randomize" ] }, { "id": 15, "type": "SamplerCustomAdvanced", "pos": [ 1570, 40 ], "size": [ 280, 130 ], "flags": {}, "order": 14, "mode": 0, "inputs": [ { "name": "noise", "type": "NOISE", "link": 13 }, { "name": "guider", "type": "GUIDER", "link": 14 }, { "name": "sampler", "type": "SAMPLER", "link": 15 }, { "name": "sigmas", "type": "SIGMAS", "link": 16 }, { "name": "latent_image", "type": "LATENT", "link": 17 } ], "outputs": [ { "name": "output", "type": "LATENT", "slot_index": 0, "links": [ 18 ] }, { "name": "denoised_output", "type": "LATENT", "slot_index": 1, "links": null } ], "properties": { "Node name for S&R": "SamplerCustomAdvanced" }, "widgets_values": [] }, { "id": 16, "type": "VAEDecode", "pos": [ 1570, 220 ], "size": [ 280, 50 ], "flags": {}, "order": 15, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 18 }, { "name": "vae", "type": "VAE", "link": 19 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 20 ] } ], "properties": { "Node name for S&R": "VAEDecode" }, "widgets_values": [] }, { "id": 17, "type": "SaveImage", "pos": [ 1890, 40 ], "size": [ 520, 640 ], "flags": {}, "order": 16, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 20 } ], "outputs": [], "properties": { "Node name for S&R": "SaveImage" }, "widgets_values": [ "anima_ref_adapter/test" ] }, { "id": 18, "type": "PreviewImage", "pos": [ 750, 480 ], "size": [ 420, 520 ], "flags": {}, "order": 17, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 21 } ], "outputs": [], "properties": { "Node name for S&R": "PreviewImage" }, "widgets_values": [], "title": "Reference as fed (letterboxed)" }, { "id": 19, "type": "MarkdownNote", "pos": [ 40, 880 ], "size": [ 670, 620 ], "flags": {}, "order": 18, "mode": 0, "inputs": [], "outputs": [], "title": "How to use", "properties": {}, "widgets_values": [ "## Anima Reference Adapter\n\nTakes the **character and drawing style** from the reference image; **pose, background and framing** come from the prompt.\n\n- **Prompt**: no character name, artist tag or appearance/outfit tags. Write quality tags, gender, `solo` and scene tags (framing, pose, expression, background, lighting). Adding a few appearance tags is fine.\n- **Anima Ref Latent**: fits the reference into the output size (aspect kept, white padding). The output size is set here (it also returns the empty latent).\n- **Anima Ref Guider**\n - `cfg`: text guidance (4.5)\n - `ref_guidance`: reference guidance. 1 = reference in both CFG branches (weak); 4.5-6 recommended. Higher gives more character detail and style, and more saturation.\n - `correction`: `apg` (default) or `rescale` (phi 0.5) tames over-saturation at high guidance.\n- **Anima Ref Adapter Loader**: the adapter LoRA. Keep `ref_offset_h` at 1.0 (training value).\n- Base: Anima base v1.0 without the turbo LoRA (the adapter was trained on the base model), bf16 compute, SageAttention, euler 30 steps.\n- With ref_guidance != 1 each step runs the model 3 times (1.5x a normal CFG step).\n\nThis is a pilot adapter (300 characters, 2,000 steps): small patterns, scars and skin tones are weak.\n" ], "color": "#432", "bgcolor": "#653" } ], "links": [ [ 1, 1, 0, 4, 0, "MODEL" ], [ 2, 4, 0, 5, 0, "MODEL" ], [ 3, 5, 0, 6, 0, "MODEL" ], [ 4, 7, 0, 8, 0, "IMAGE" ], [ 5, 3, 0, 8, 1, "VAE" ], [ 6, 2, 0, 9, 0, "CLIP" ], [ 7, 2, 0, 10, 0, "CLIP" ], [ 8, 6, 0, 11, 0, "MODEL" ], [ 9, 9, 0, 11, 1, "CONDITIONING" ], [ 10, 10, 0, 11, 2, "CONDITIONING" ], [ 11, 8, 0, 11, 3, "LATENT" ], [ 12, 6, 0, 13, 0, "MODEL" ], [ 13, 14, 0, 15, 0, "NOISE" ], [ 14, 11, 0, 15, 1, "GUIDER" ], [ 15, 12, 0, 15, 2, "SAMPLER" ], [ 16, 13, 0, 15, 3, "SIGMAS" ], [ 17, 8, 1, 15, 4, "LATENT" ], [ 18, 15, 0, 16, 0, "LATENT" ], [ 19, 3, 0, 16, 1, "VAE" ], [ 20, 16, 0, 17, 0, "IMAGE" ], [ 21, 8, 2, 18, 0, "IMAGE" ] ], "groups": [], "config": {}, "extra": { "ds": { "scale": 0.75, "offset": [ 0, 0 ] } }, "version": 0.4 }