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Can I run SD 2.1 on NVIDIA Jetson Orin Nano 8GB?

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Yes, you can run this model!
GPU VRAM
8.0GB
Required
5.0GB
Headroom
+3.0GB

VRAM Usage

0GB 63% used 8.0GB

Performance Estimate

Tokens/sec ~63.0
Batch size 6

info Technical Analysis

NVIDIA Jetson Orin Nano 8GB is well-suited for running SD 2.1. The 8.0GB VRAM provides adequate headroom (3.0GB) beyond the 5.0GB requirement for standard inference workloads.

lightbulb Recommendation

This is a solid configuration for SD 2.1. Use standard settings and you should experience good performance for most use cases.

tune Recommended Settings

Batch_Size
6
Context_Length
77
Inference_Framework
llama.cpp or vLLM

help Frequently Asked Questions

Can I run SD 2.1 on NVIDIA Jetson Orin Nano 8GB? expand_more
NVIDIA Jetson Orin Nano 8GB with 8.0GB VRAM can run SD 2.1 (0.87B) (5.0GB required) with 3.0GB headroom. This provides comfortable room for inference with standard settings.
How much VRAM does SD 2.1 need? expand_more
SD 2.1 requires approximately 5.0GB of VRAM.
What performance can I expect? expand_more
Estimated 63 tokens per second.

GPU

memory
NVIDIA Jetson Orin Nano 8GB
8.0GB VRAM

AI Model

smart_toy
SD 2.1 (0.87B)
0.87B params

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