How much GPU memory does ModernCE-base-sts need?

About 1.9 GB: 0.3 GB of weights and the runtime's own memory.

What is the cheapest GPU to run ModernCE-base-sts?

Right now one RTX 3060 at $0.09 an hour; RTX 5090 at $0.51 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.

Can ModernCE-base-sts run on an RTX 4090?

Yes: it needs about 1.9 GB and an RTX 4090 has 24 GB.

How do I deploy ModernCE-base-sts as an API?

Pick a machine on its GridPup page and press Deploy: GridPup rents the GPU, downloads the model from Hugging Face and serves it at an https address with keys, billed by the hour.

Models / ModernBERT / ModernBERT ~150M

dleemiller/ModernCE-base-sts

Classification · served with vLLM · ↓ 3.1K downloads a month · View on Hugging Face

dleemiller/ModernCE-base-sts needs about 1.9 GB of GPU memory. It runs on one RTX 3060 from $0.09/h right now; best value: RTX 5090 at $0.51/h.

Weights: 300 MB
GPU memory needed: about 1.9 GB
Model allows: 8,192 tokens
Memory · disk: 8 GB · 41 GB
Architecture: ModernBertForSequenceClassification
Licence: mit

Versions of ModernBERT ~150M

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
Originalanswerdotai/ModernBERT-base	ONNX Runtime	140 MB	1.2 GB	$0.08/h GTX 1660 SUPER
ModernCE base sts (dleemiller)dleemiller/ModernCE-base-sts	vLLM	300 MB	1.9 GB	$0.09/h RTX 3060

Hardware and deploy

Endpoint name

$0.51/h from your balance while it runs, billed by the hour; stop it from its page. GridPup rents the machine, which downloads the model from Hugging Face (usually ready in 10 to 15 minutes), and gives you an https address, keys and a Playground.

Questions

How much GPU memory does ModernCE-base-sts need?: About 1.9 GB: 0.3 GB of weights and the runtime's own memory.
What is the cheapest GPU to run ModernCE-base-sts?: Right now one RTX 3060 at $0.09 an hour; RTX 5090 at $0.51 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.
Can ModernCE-base-sts run on an RTX 4090?: Yes: it needs about 1.9 GB and an RTX 4090 has 24 GB.
How do I deploy ModernCE-base-sts as an API?: Pick a machine on its GridPup page and press Deploy: GridPup rents the GPU, downloads the model from Hugging Face and serves it at an https address with keys, billed by the hour.

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