ComfyUI/cfz/workflows/Comfyui-Zluda Wan 2.2 5B TI2V Workflow (Kijai Wrapper Based).json

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        "CFZ WAN 2.2 TI2V TURBO WORKFLOW\n--------------------------------\nTHE MAIN MODEL : You can use of these three options :\nfrom here , https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Wan22-Turbo\nyou can use (1) one of the loras with the original 5B model (https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main/TI2V) \n\n(2) use the fp16 model in there  (https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Wan22-Turbo)\n\n(3) use this fp8_e5m2 version of that fp16 model\n(https://huggingface.co/patientxtr/wan22ti2v5bturbofp8e5m2/tree/main)\n\n* With option 1 and 3 you can enable torch.compile , make sure to set the \"quantization\" to either fp8_e5m2_scaled or fp8_e5m2. On the second option the quality is supposedly better than fp8 ones but you CAN'T USE torch.compile there.*\n\n* If you have less than 12GB VRAM, you can try enabling \"wanvideo block swap\", starting with 10 and going upwards, it basically loads that much of the blocks from the model into the system ram, slower but less oom. *\n\n*vae must be fp16 if you want speed, bf16 or fp32 two times slower on lower amd gpu*\n\n\n\n\n\n\n"
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        "recommended schedulers : \nunipc/beta\nflowmatch_distill (4 steps only)\nlcm also works ...\n\n\n"
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        "ChatGPT prompt to get prompts like the one below : \n-------------------------------------------------\nI want you to create prompts for image generation but in this style : \"Main Subject: A weary old man in his late seventies, slightly hunched, with deep lines on his face and thin white hair, wearing a worn flat cap. Clothing / Appearance: A faded brown wool coat drapes loosely over his thin frame, paired with threadbare trousers and scuffed leather shoes; a wool scarf, frayed at the ends, hangs loosely around his neck. Pose / Action: He sits on a weathered wooden bench, leaning forward with both hands extended, scattering breadcrumbs in a gentle, slow motion as small birds gather at his feet. Expression / Emotion: His eyes are tired but softened with quiet fondness, lips curled into a faint, almost wistful smile as he watches the birds peck at the ground. Camera Direction & Framing: Eye-level shot from three meters away, 50 mm f/1.8 lens with shallow depth to blur the park’s trees; composition balanced with the man to the left third, birds in the foreground. Environment / Background: An urban park at dusk with bare winter trees silhouetted against a fading orange-pink sky; scattered leaves cover the path; a distant lamppost glows faintly in the background. Lighting & Atmosphere: Soft, fading natural light from the sunset at 3200 K mixed with cool, early evening shadows; subtle rim lighting from a nearby lamppost; gentle haze from cold air. Style Enhancers: Warm cinematic color grading with desaturated tones, fine film grain, and subtle vignetting to focus attention; faint motion blur on falling crumbs to add life.\" Do not worry about the prompt itself, I am going to give you another subject, another environment and you will generate prompts like this.\n\nThen you paste any prompt (preferably the prompt you have for an image you already generated yourself) for an image and it will generate prompts suitable for wan video generation. "
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