How much GPU memory does kev-0.6b-ONNX need?

About 1.6 GB: 0.38 GB of weights and the runtime's own memory.

What is the cheapest GPU to run kev-0.6b-ONNX?

Right now one GTX 1650 at $0.06 an hour; RTX 5090 at $0.56 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.

Can kev-0.6b-ONNX run on an RTX 4090?

Yes: it needs about 1.6 GB and an RTX 4090 has 24 GB.

Models / Qwen3 / Qwen3 0.6B

onnx-community/kev-0.6b-ONNX

Classification · served with ONNX Runtime · ↓ 4.2K downloads a month · View on Hugging Face

onnx-community/kev-0.6b-ONNX needs about 1.6 GB of GPU memory. It runs on one GTX 1650 from $0.06/h right now; best value: RTX 5090 at $0.56/h.

Weights: 380 MB
GPU memory needed: about 1.6 GB
Memory · disk: 8 GB · 30 GB
Licence: apache-2.0

Versions

Smaller versions (8-bit, 4-bit) need less GPU memory and answer a little less precisely.

4-bitonnx/model_q4.onnx380 MB · 1.6 GB GPU 4-bit, float16onnx/model_q4f16.onnx340 MB · 1.5 GB GPU

Versions of Qwen3 0.6B

The same model packaged differently: a quantized version needs less GPU memory and runs on a cheaper machine.

Version	Runtime	Weights	GPU memory	Cheapest machine now
OriginalQwen/Qwen3-0.6B-Base	vLLM	1.2 GB	4.6 GB	$0.10/h RTX 3060
InstructQwen/Qwen3-0.6B	vLLM	1.5 GB	4.9 GB	$0.10/h RTX 3060
Qwen3Guard Gen 0.6BQwen/Qwen3Guard-Gen-0.6B	vLLM	1.5 GB	4.9 GB	$0.10/h RTX 3060
FP8Qwen/Qwen3-0.6B-FP8	vLLM	1.1 GB	4.4 GB	$0.10/h RTX 3060
unsloth bnb 4bit (unsloth)unsloth/Qwen3-0.6B-unsloth-bnb-4bit	vLLM	580 MB	3.9 GB	$0.10/h RTX 3060
ONNX (onnx-community)onnx-community/Qwen3-0.6B-ONNX	ONNX Runtime GenAI	520 MB	3 GB	$0.06/h GTX 1650

Hardware and deploy

Deploying ONNX models from the catalog is coming soon. Today, download the files from Hugging Face and upload them in Inference.

Questions

How much GPU memory does kev-0.6b-ONNX need?: About 1.6 GB: 0.38 GB of weights and the runtime's own memory.
What is the cheapest GPU to run kev-0.6b-ONNX?: Right now one GTX 1650 at $0.06 an hour; RTX 5090 at $0.56 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.
Can kev-0.6b-ONNX run on an RTX 4090?: Yes: it needs about 1.6 GB and an RTX 4090 has 24 GB.

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