How much GPU memory does rlcd-modernbert-151m need?

About 1.9 GB: 0.61 GB of weights and the runtime's own memory.

What is the cheapest GPU to run rlcd-modernbert-151m?

Right now one Quadro P4000 at $0.07 an hour; RTX 5090 at $0.65 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.

Can rlcd-modernbert-151m run on an RTX 4090?

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

Models / gliclass-modern

heman10x/rlcd-modernbert-151m

Classification · served with ONNX Runtime · ↓ 41K downloads a month · View on Hugging Face

heman10x/rlcd-modernbert-151m needs about 1.9 GB of GPU memory. It runs on one Quadro P4000 from $0.07/h right now; best value: RTX 5090 at $0.65/h.

Weights: 610 MB
GPU memory needed: about 1.9 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.

full precisionmodel.onnx610 MB · 1.9 GB GPU float16model_fp16.onnx300 MB · 1.5 GB GPU

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 rlcd-modernbert-151m need?: About 1.9 GB: 0.61 GB of weights and the runtime's own memory.
What is the cheapest GPU to run rlcd-modernbert-151m?: Right now one Quadro P4000 at $0.07 an hour; RTX 5090 at $0.65 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.
Can rlcd-modernbert-151m run on an RTX 4090?: Yes: it needs about 1.9 GB and an RTX 4090 has 24 GB.

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