Embeddings · served with ONNX Runtime · ↓ 193 downloads a month · View on Hugging Face
onnx-models/all-mpnet-base-v2-onnx needs about 1.7 GB of GPU memory. It runs on one GTX 1080 from $0.07/h right now; best value: RTX 5090 at $0.61/h.
Weights
440 MB
GPU memory needed
about 1.7 GB
Memory · disk
8 GB · 30 GB
Licence
not stated
Hardware and deploy
Deploying ONNX models from the catalog is coming soon. Today, download the files from Hugging Face and upload them in Inference.
Prices are per hour for the whole machine and its disk, right now. Speed is Vast's DLPerf score of the machine, relative to the cheapest. Best value: the most speed per dollar. Only machines with a Vast reliability above 95% that download at 400 Mbit/s or more are offered: the machine fetches the model itself.
Questions
How much GPU memory does all-mpnet-base-v2-onnx need?
About 1.7 GB: 0.44 GB of weights and the runtime's own memory.
What is the cheapest GPU to run all-mpnet-base-v2-onnx?
Right now one GTX 1080 at $0.07 an hour; RTX 5090 at $0.61 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.
Can all-mpnet-base-v2-onnx run on an RTX 4090?
Yes: it needs about 1.7 GB and an RTX 4090 has 24 GB.