How much GPU memory does FrogMini-14B-2510 need?

About 36.8 GB: 29.56 GB of weights and the runtime's own memory.

What is the cheapest GPU to run FrogMini-14B-2510?

Right now one Quadro RTX 8000 at $0.31 an hour; RTX PRO 5000 at $0.68 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.

Can FrogMini-14B-2510 run on an RTX 4090?

Not on one: it needs about 36.8 GB and an RTX 4090 has 24 GB. Use a bigger GPU, or a smaller (quantized) version of the model.

Models / FrogMini / FrogMini 14B

Prince-1/FrogMini-14B-2510

Text generation · served with ONNX Runtime GenAI · ↓ 0 downloads a month · View on Hugging Face

Prince-1/FrogMini-14B-2510 needs about 36.8 GB of GPU memory. It runs on one Quadro RTX 8000 from $0.31/h right now; best value: RTX PRO 5000 at $0.68/h.

Weights: 30 GB
GPU memory needed: about 36.8 GB
Memory · disk: 48.3 GB · 93 GB
Licence: mit

Versions of FrogMini 14B

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
Main (Prince-1)Prince-1/FrogMini-14B-2510	ONNX Runtime GenAI	30 GB	36.8 GB	$0.30/h Quadro RTX 8000
Onnx (onnx-community)onnx-community/FrogMini-14B-2510-Onnx	ONNX Runtime GenAI	30 GB	36.8 GB	$0.30/h Quadro RTX 8000

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 FrogMini-14B-2510 need?: About 36.8 GB: 29.56 GB of weights and the runtime's own memory.
What is the cheapest GPU to run FrogMini-14B-2510?: Right now one Quadro RTX 8000 at $0.31 an hour; RTX PRO 5000 at $0.68 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.
Can FrogMini-14B-2510 run on an RTX 4090?: Not on one: it needs about 36.8 GB and an RTX 4090 has 24 GB. Use a bigger GPU, or a smaller (quantized) version of the model.

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