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Can I run Whisper Base on NVIDIA Jetson AGX Orin 32GB?

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Perfect

Yes, you can run this model!

GPU VRAM

32.0GB

Required

0.2GB

Headroom

+31.8GB

VRAM Usage

0GB 1% used 32.0GB

Performance Estimate

Tokens/sec ~90.0

Batch size 32

info Technical Analysis

NVIDIA Jetson AGX Orin 32GB provides excellent compatibility with Whisper Base. With 32.0GB of VRAM and only 0.2GB required, you have 31.8GB of headroom for comfortable inference. This allows for extended context lengths, batch processing, and smooth operation.

lightbulb Recommendation

You can run Whisper Base on NVIDIA Jetson AGX Orin 32GB without any compromises. Consider using full context length and larger batch sizes for optimal throughput.

tune Recommended Settings

Batch_Size

Context_Length

448

Inference_Framework

llama.cpp or vLLM

help Frequently Asked Questions

Can I run Whisper Base on NVIDIA Jetson AGX Orin 32GB? expand_more

NVIDIA Jetson AGX Orin 32GB has 32.0GB VRAM, which provides 31.8GB of headroom beyond the 0.2GB required by Whisper Base (0.07B). This is plenty of room for comfortable inference with room for KV cache, batching, and extended context lengths.

How much VRAM does Whisper Base need? expand_more

Whisper Base requires approximately 0.2GB of VRAM.

What performance can I expect? expand_more

Estimated 90 tokens per second.