Can IF_VideoPrompts run on 4GB GPU?

Name: IF_VideoPrompts on 4GB GPU - VRAM Compatibility
Author: impactframes

Yes, IF_VideoPrompts requires approximately 4096MB (4.0GB) VRAM and will run on 4GB GPUs like RTX 3050, GTX 1650. It will use about 100% of your available VRAM.

IF_VideoPrompts on 4GB GPU

impactframes image_generationvideo 4096MB VRAM

Compatible with 4GB GPU

This node will run on RTX 3050, GTX 1650 and similar GPUs with 4GB VRAM.

Optimized Settings for 4GB

VRAM Utilization

100%

You're using 100% of your 4GB VRAM, leaving 0.0GB headroom.

Recommended Batch Size

Start with batch size of 1 for optimal performance.

Suggested Resolution

512x512

Best balance of quality and performance for 4GB.

Performance Tips

Close other GPU-intensive applications
Limited headroom - reduce batch size if OOM occurs
Monitor GPU usage with nvidia-smi

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VRAM Requirements

Base VRAM Requirement:: 4096MB (4.00GB)
Your GPU (4GB):: 4096MB (4GB) - RTX 3050, GTX 1650
VRAM Utilization:: 100%
Available Headroom:: 0.00GB
Low VRAM Mode:: ✗ Not supported
Estimation Confidence:: MEDIUM

Python Dependencies

accelerate
av>=14.1.0
datasets
decord>=0.6.0
decord>=0.6.0 # Optional but recommended for better video handling
ffmpeg-python
https://github.com/woct0rdho/triton-windows/releases/download/v3.1.0-windows.post8/triton-3.1.0-cp312-cp312-win_amd64.whl; sys_platform == "win64" and (python_version >= "3.12" and python_version < "3.13")
https://github.com/woct0rdho/triton-windows/releases/download/v3.1.0-windows.post8/triton-3.1.0-cp311-cp311-win_amd64.whl; sys_platform == "win64" and (python_version >= "3.11" and python_version < "3.12")
https://github.com/woct0rdho/triton-windows/releases/download/v3.1.0-windows.post8/triton-3.1.0-cp310-cp310-win_amd64.whl; sys_platform == "win64" and (python_version >= "3.10" and python_version < "3.11")
https://github.com/woct0rdho/triton-windows/releases/download/v3.1.0-windows.post8/triton-3.1.0-cp38-cp38-win_amd64.whl; sys_platform == "win64" and (python_version >= "3.8" and python_version < "3.9")

+ 15 more dependencies