Files
8460s-image-rd/assets-library/prompts/failed-patterns.json
choijaewook 0f3760aa4f meeting-103 R7 5/5: ComfyUI 재시작 후 100% 성공 (메모리 leak 해소 검증)
7-1 Pony C 한자 seed 1 (검정 0.06%, 파스텔 21.2%)
7-2 Pony C 한자 seed 13 (검정 0.03%, 파스텔 21.3%)
7-3 Pony A seed 555 hanok (검정 0.41%, 파스텔 30.8%)
7-4 Pony A seed 777 with card (검정 0.17%, 파스텔 14.1%)
7-5 Pony B dusk seed 333 (검정 0.17%, 파스텔 29.9%)

핵심 발견:
- ComfyUI 5h+ 실행 → cast_to_device OOM (VRAM 4.6GB free)
- sudo systemctl restart comfyui → VRAM 10.98GB free → 100% 성공
- 운영 프로토콜: 5R마다 재시작 권장

누적 16장 (R1·R2·R4·R5·R6·R7) — Pony C 한자카드 4장 (R2-6, R6-2, R7-1, R7-2)
별이 6장 (R1-1, R1-2, R1-3, R2-1, R4-3, R7-3, R7-4)
한옥 5장 (R1-4, R4-2, R4-4, R5-4, R7-5)

자산 갱신:
- models-performance: pony-v6 R7 누적 + verdict 갱신
- failed-patterns: comfyui-memory-leak 해소 프로토콜 등재
2026-05-19 22:30:07 +09:00

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{
"qwen-image-2512-GGUF-Q4-SamplerCustomAdvanced-v4": {
"attempts": 4,
"patterns": [
"EmptyLatentImage",
"EmptyQwenImageLayeredLatentImage",
"ModelSamplingAuraFlow+EmptySD3LatentImage",
"SamplerCustomAdvanced+ModelSamplingAuraFlow"
],
"all_results": "5KB 검정 latent",
"hypothesis": "Qwen-Image GGUF Q4_K_S + CUDA 13.0 + PyTorch 2.12 환경 호환성 또는 다른 quant 필요 (Q8/fp16)",
"next_attempts": [
"non-GGUF Qwen-Image safetensors",
"Lightning LoRA 적용",
"다른 sampler (dpmpp_2m/ddim)",
"다른 shift 값 (1.73/5.0)"
]
},
"pulid-flux-fusion-concat-max-R2": {
"fusion_modes_tested": [
"concat",
"max"
],
"weight": 0.85,
"result": "워크플로우 에러로 실행 안 됨 (history 누락)",
"next_attempts": [
"fusion=mean weight 변동 (R1 mean 0.85 성공)",
"다른 fusion mode (norm_id, auto_weight)"
]
},
"qwen-2512-KSampler-dpmpp2m-v5-R2": {
"params": "KSampler dpmpp_2m simple 20step CFG 4 1024x1024",
"result": "no output (history 누락, 워크플로우 에러)",
"total_attempts_now": 5,
"hypothesis_strengthened": "Qwen-Image GGUF Q4 자체 호환성 결함 — non-GGUF 또는 다른 quant 필요"
},
"R3-cast-to-device-OOM": {
"round": 3,
"failed_combos": 5,
"comfyui_error": "model_management.cast_to_device — dtype/VRAM 부담",
"vram_free_at_error": "4.6GB / 12GB total",
"all_workflows_affected": [
"PuLID mean w0.5",
"PuLID mean w1.0",
"Qwen-Edit-2511 inpaint",
"Schnell A v2",
"Pony B 한옥"
],
"next_attempts": [
"워크플로우 단순화 (단일 모델만)",
"해상도 ↓ (640×1024)",
"PuLID 제거"
]
},
"comfyui-memory-leak-resolved-R7": {
"issue": "5h+ 실행 후 cast_to_device OOM (R3 5/5 / R5 4/5 / R6 4/5 실패)",
"diagnosis": "VRAM 4.6GB free (모델 unload 안 됨)",
"resolution": "sudo systemctl restart comfyui → VRAM 10.98GB free → R7 5/5 100% 성공",
"operational_protocol": "긴 R&D 세션 시 5라운드마다 ComfyUI 재시작 권장"
}
}