How much GPU memory does sarvam-m-onnx need?

About 57.1 GB: 47.17 GB of weights and the runtime's own memory.

What is the cheapest GPU to run sarvam-m-onnx?

Right now one Nvidia A800 at $0.91 an hour; RTX PRO 6000 at $1.17 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.

Can sarvam-m-onnx run on an RTX 4090?

Not on one: it needs about 57.1 GB and an RTX 4090 has 24 GB. Use a bigger GPU, or a smaller (quantized) version of the model.

Models / sarvam-m / sarvam-m ~23.6B

Prince-1/sarvam-m-onnx

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

Prince-1/sarvam-m-onnx needs about 57.1 GB of GPU memory. It runs on one Nvidia A800 from $0.91/h right now; best value: RTX PRO 6000 at $1.17/h.

Weights: 47 GB
GPU memory needed: about 57.1 GB
Memory · disk: 74.8 GB · 130 GB
Licence: apache-2.0

Versions of sarvam-m ~23.6B

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
Originalsarvamai/sarvam-m	vLLM	47 GB	56.1 GB	$0.89/h Nvidia A800
onnx (Prince-1)Prince-1/sarvam-m-onnx	ONNX Runtime GenAI	47 GB	57.1 GB	$0.89/h Nvidia A800

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 sarvam-m-onnx need?: About 57.1 GB: 47.17 GB of weights and the runtime's own memory.
What is the cheapest GPU to run sarvam-m-onnx?: Right now one Nvidia A800 at $0.91 an hour; RTX PRO 6000 at $1.17 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.
Can sarvam-m-onnx run on an RTX 4090?: Not on one: it needs about 57.1 GB and an RTX 4090 has 24 GB. Use a bigger GPU, or a smaller (quantized) version of the model.

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