fofr/wan-14b-cyberpunk-realistic 🔢🖼️❓📝 → 🖼️

▶️ 76 runs 📅 Mar 2025 ⚙️ Cog 0.13.7

About

Wan2.1 fine tuned on hyper realistic Cyberpunk 2077 mods

Example Output

Prompt:

"in the style of CYB77, driving a car very fast through a city at night"

Output

Performance Metrics

523.87s Prediction Time

523.88s Total Time

All Input Parameters

{
  "image": "https://replicate.delivery/xezq/cPbpoOia6exgEq9sTwWMn9HsytppiVjq3cYrfYfzErlfqqsRB/tmpr4czcw2e.png",
  "frames": 81,
  "prompt": "in the style of CYB77, driving a car very fast through a city at night",
  "fast_mode": "Off",
  "resolution": "480p",
  "aspect_ratio": "16:9",
  "sample_shift": 8,
  "sample_steps": 50,
  "negative_prompt": "",
  "lora_strength_clip": 1,
  "sample_guide_scale": 5,
  "lora_strength_model": 1
}

Input Parameters

seed Type: integer: Set a seed for reproducibility. Random by default.
image Type: string: Image to use as a starting frame for image to video generation.
frames Default: 81: The number of frames to generate (1 to 5 seconds)
prompt (required) Type: string: Text prompt for video generation
fast_mode Default: Balanced: Speed up generation with different levels of acceleration. Faster modes may degrade quality somewhat. The speedup is dependent on the content, so different videos may see different speedups.
resolution Default: 480p: The resolution of the video. 720p is not supported for 1.3b.
aspect_ratio Default: 16:9: The aspect ratio of the video. 16:9, 9:16, 1:1, etc.
sample_shift Type: numberDefault: 8Range: 0 - 10: Sample shift factor
sample_steps Type: integerDefault: 30Range: 1 - 60: Number of generation steps. Fewer steps means faster generation, at the expensive of output quality. 30 steps is sufficient for most prompts
negative_prompt Type: stringDefault:: Things you do not want to see in your video
replicate_weights Type: string: Replicate LoRA weights to use. Leave blank to use the default weights.
lora_strength_clip Type: numberDefault: 1: Strength of the LORA applied to the CLIP model. 0.0 is no LORA.
sample_guide_scale Type: numberDefault: 5Range: 0 - 10: Higher guide scale makes prompt adherence better, but can reduce variation
lora_strength_model Type: numberDefault: 1: Strength of the LORA applied to the model. 0.0 is no LORA.

Output Schema

Output

Type: array • Items Type: string • Items Format: uri

Example Execution Logs

Random seed set to: 1974571946
✅ 14b_035cb393b31bb26f95fdf77699f31f97.safetensors already cached
Checking inputs
✅ /tmp/inputs/image.png
====================================
Checking weights
✅ clip_vision_h.safetensors exists in ComfyUI/models/clip_vision
✅ 14b_035cb393b31bb26f95fdf77699f31f97.safetensors exists in loras directory
✅ umt5_xxl_fp16.safetensors exists in ComfyUI/models/text_encoders
✅ wan2.1_i2v_480p_14B_bf16.safetensors exists in ComfyUI/models/diffusion_models
✅ wan_2.1_vae.safetensors exists in ComfyUI/models/vae
====================================
Running workflow
[ComfyUI] got prompt
Executing node 55, title: Load Image, class type: LoadImage
Executing node 56, title: Width and height for scaling image to ideal resolution 🪴, class type: Width and height for scaling image to ideal resolution 🪴
Executing node 57, title: 🔧 Image Resize, class type: ImageResize+
Executing node 59, title: CLIP Vision Encode, class type: CLIPVisionEncode
Executing node 6, title: CLIP Text Encode (Positive Prompt), class type: CLIPTextEncode
Executing node 58, title: WanImageToVideo, class type: WanImageToVideo
Executing node 53, title: WanVideo Enhance A Video (native), class type: WanVideoEnhanceAVideoKJ
Executing node 3, title: KSampler, class type: KSampler
[ComfyUI] Requested to load WAN21
[ComfyUI]
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Executing node 8, title: VAE Decode, class type: VAEDecode
Executing node 50, title: Video Combine 🎥🅥🅗🅢, class type: VHS_VideoCombine
[ComfyUI] 100%|██████████| 50/50 [08:39<00:00, 10.39s/it]
[ComfyUI] Prompt executed in 523.56 seconds
outputs:  {'50': {'gifs': [{'filename': 'R8_Wan_00001.mp4', 'subfolder': '', 'type': 'output', 'format': 'video/h264-mp4', 'frame_rate': 16.0, 'workflow': 'R8_Wan_00001.png', 'fullpath': '/tmp/outputs/R8_Wan_00001.mp4'}]}}
====================================
R8_Wan_00001.png
R8_Wan_00001.mp4

Version Details

Version ID: 8d934a800aee769933dd3f54c9348ac92d28c588065389ce7a526c77150069b5
Version Created: March 22, 2025

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