Ethanfel
53f1f9b9b4
The 4B's 0-1 scores were unreliable (identical ref/gen scored ~0.6), so the judge now returns verdict match/partial/mismatch per axis; overall_score and a new mismatch_count are computed from verdicts on our side (reliable, monotonic). Expanded the action/pose cluster into position_name, body_orientation, limb_arrangement, penetration, contact_points, genital_visibility (+ breast_size) so explicit poses carry detail. Each axis now ships a one-line definition in the prompt so gender_mix/subject_count stop absorbing positional text. 24 axes total. Example workflows use the node default (axes=''). Docs realigned; stop condition is now mismatch_count==0. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
83 lines
2.3 KiB
JSON
83 lines
2.3 KiB
JSON
{
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"4": {
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"class_type": "CheckpointLoaderSimple",
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"inputs": { "ckpt_name": "waiIllustriousSDXL_v160.safetensors" },
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"_meta": { "title": "Load Checkpoint (swap for your T2I)" }
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},
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"10": {
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"class_type": "CalibratorPromptReceptor",
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"inputs": {
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"prompt": "a photo of a woman, casual outfit, indoors",
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"negative": "blurry, deformed, lowres, extra limbs",
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"seed": 12345,
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"source_file": ""
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},
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"_meta": { "title": "SxCP External Prompt (Receptor)" }
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},
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"6": {
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"class_type": "CLIPTextEncode",
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"inputs": { "text": ["10", 0], "clip": ["4", 1] },
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"_meta": { "title": "Positive (from receptor)" }
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},
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"7": {
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"class_type": "CLIPTextEncode",
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"inputs": { "text": ["10", 1], "clip": ["4", 1] },
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"_meta": { "title": "Negative (from receptor)" }
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},
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"5": {
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"class_type": "EmptyLatentImage",
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"inputs": { "width": 1024, "height": 1024, "batch_size": 1 },
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"_meta": { "title": "Empty Latent" }
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},
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"3": {
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"class_type": "KSampler",
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"inputs": {
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"model": ["4", 0],
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"positive": ["6", 0],
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"negative": ["7", 0],
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"latent_image": ["5", 0],
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"seed": ["10", 2],
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"steps": 28,
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"cfg": 5.5,
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"sampler_name": "euler",
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"scheduler": "normal",
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"denoise": 1.0
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},
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"_meta": { "title": "KSampler (seed from receptor)" }
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},
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"8": {
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"class_type": "VAEDecode",
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"inputs": { "samples": ["3", 0], "vae": ["4", 2] },
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"_meta": { "title": "VAE Decode" }
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},
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"9": {
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"class_type": "SaveImage",
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"inputs": { "images": ["8", 0], "filename_prefix": "calibrator/gen" },
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"_meta": { "title": "Save Generated" }
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},
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"11": {
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"class_type": "LoadImage",
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"inputs": { "image": "reference.png" },
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"_meta": { "title": "Reference Image (put in ComfyUI/input/)" }
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},
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"12": {
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"class_type": "QwenVLImageJudge",
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"inputs": {
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"reference_image": ["11", 0],
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"generated_image": ["8", 0],
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"model_path": "/media/p5/qwen3vl_4b_abliterated_comfy_convert/hf_bf16",
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"precision": "bf16",
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"axes": "",
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"max_new_tokens": 512,
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"temperature": 0.0,
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"swap_eval": true,
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"keep_loaded": true,
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"auto_download": true,
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"report_dir": "/media/p5/Comfyui/output/calibrator",
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"run_tag": "",
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"prompt_used": ""
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},
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"_meta": { "title": "Qwen3-VL Image Judge (Calibrator)" }
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}
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}
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