How much GPU memory does multilingual-e5-small-onnx need?

About 1.7 GB: 0.47 GB of weights and the runtime's own memory.

What is the cheapest GPU to run multilingual-e5-small-onnx?

Right now one GTX 1080 Ti at $0.06 an hour; RTX 5090 at $0.69 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.

Can multilingual-e5-small-onnx run on an RTX 4090?

Yes: it needs about 1.7 GB and an RTX 4090 has 24 GB.

Models / multilingual-e5-small

nilay-sam-23/multilingual-e5-small-onnx

Embeddings · served with ONNX Runtime · ↓ 145 downloads a month · View on Hugging Face

nilay-sam-23/multilingual-e5-small-onnx needs about 1.7 GB of GPU memory. It runs on one GTX 1080 Ti from $0.06/h right now; best value: RTX 5090 at $0.69/h.

Weights: 470 MB
GPU memory needed: about 1.7 GB
Memory · disk: 8 GB · 30 GB
Licence: mit

Versions

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

full precisiononnx/model.onnx470 MB · 1.7 GB GPU full precisiononnx/model_O1.onnx470 MB · 1.7 GB GPU full precisiononnx/model_O2.onnx470 MB · 1.7 GB GPU full precisiononnx/model_O3.onnx470 MB · 1.7 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 multilingual-e5-small-onnx need?: About 1.7 GB: 0.47 GB of weights and the runtime's own memory.
What is the cheapest GPU to run multilingual-e5-small-onnx?: Right now one GTX 1080 Ti at $0.06 an hour; RTX 5090 at $0.69 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.
Can multilingual-e5-small-onnx run on an RTX 4090?: Yes: it needs about 1.7 GB and an RTX 4090 has 24 GB.

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