How much GPU memory does Nanbeige4.1-3B need?

About 11.6 GB for conversations of up to 8,192 tokens: 7.87 GB of weights, the cache for one full-length conversation and the runtime's own memory.

What is the cheapest GPU to run Nanbeige4.1-3B?

Right now one RTX 3060 at $0.09 an hour; RTX PRO 5000 at $0.67 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.

Can Nanbeige4.1-3B run on an RTX 4090?

Yes: it needs about 11.6 GB and an RTX 4090 has 24 GB.

How do I deploy Nanbeige4.1-3B as an API?

Pick a machine on its GridPup page and press Deploy: GridPup rents the GPU, downloads the model from Hugging Face and serves it at an https address with keys and OpenAI's chat API, billed by the hour.

Models / Nanbeige4 / Nanbeige4 3B

Nanbeige/Nanbeige4.1-3B

Text generation · served with vLLM · ↓ 3.4K downloads a month · View on Hugging Face

Nanbeige/Nanbeige4.1-3B needs about 11.6 GB of GPU memory for conversations of up to 8,192 tokens. It runs on one RTX 3060 from $0.09/h right now; best value: RTX PRO 5000 at $0.67/h.

Weights: 7.9 GB
GPU memory needed: about 11.6 GB
Conversation length: 8,192 tokens
Model allows: 262,144 tokens
Memory · disk: 16 GB · 49 GB
Architecture: LlamaForCausalLM
Licence: apache-2.0

Versions of Nanbeige4 3B

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
Nanbeige4.1 3BNanbeige/Nanbeige4.1-3B	vLLM	7.9 GB	11.6 GB	$0.09/h RTX 3060
Thinking 2511Nanbeige/Nanbeige4-3B-Thinking-2511	vLLM	7.9 GB	11.6 GB	$0.09/h RTX 3060

Hardware and deploy

Endpoint name

$0.67/h from your balance while it runs, billed by the hour; stop it from its page. GridPup rents the machine, which downloads the model from Hugging Face (usually ready in 10 to 15 minutes), and gives you an https address, keys and a Playground.

Questions

How much GPU memory does Nanbeige4.1-3B need?: About 11.6 GB for conversations of up to 8,192 tokens: 7.87 GB of weights, the cache for one full-length conversation and the runtime's own memory.
What is the cheapest GPU to run Nanbeige4.1-3B?: Right now one RTX 3060 at $0.09 an hour; RTX PRO 5000 at $0.67 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.
Can Nanbeige4.1-3B run on an RTX 4090?: Yes: it needs about 11.6 GB and an RTX 4090 has 24 GB.
How do I deploy Nanbeige4.1-3B as an API?: Pick a machine on its GridPup page and press Deploy: GridPup rents the GPU, downloads the model from Hugging Face and serves it at an https address with keys and OpenAI's chat API, billed by the hour.

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Nanbeige/Nanbeige4.1-3B

Text generation · served with vLLM · ↓ 3.4K downloads a month · View on Hugging Face

Nanbeige/Nanbeige4.1-3B needs about 11.6 GB of GPU memory for conversations of up to 8,192 tokens. It runs on one RTX 3060 from $0.09/h right now; best value: RTX PRO 5000 at $0.67/h.

Weights

7.9 GB

GPU memory needed

about 11.6 GB

Conversation length

8,192 tokens

Model allows

262,144 tokens

Memory · disk

16 GB · 49 GB

Architecture

LlamaForCausalLM

Licence

apache-2.0

Versions of Nanbeige4 3B

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
Nanbeige4.1 3BNanbeige/Nanbeige4.1-3B	vLLM	7.9 GB	11.6 GB	$0.09/h RTX 3060
Thinking 2511Nanbeige/Nanbeige4-3B-Thinking-2511	vLLM	7.9 GB	11.6 GB	$0.09/h RTX 3060

Hardware and deploy

Endpoint name

Questions

How much GPU memory does Nanbeige4.1-3B need?: About 11.6 GB for conversations of up to 8,192 tokens: 7.87 GB of weights, the cache for one full-length conversation and the runtime's own memory.
What is the cheapest GPU to run Nanbeige4.1-3B?: Right now one RTX 3060 at $0.09 an hour; RTX PRO 5000 at $0.67 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.
Can Nanbeige4.1-3B run on an RTX 4090?: Yes: it needs about 11.6 GB and an RTX 4090 has 24 GB.
How do I deploy Nanbeige4.1-3B as an API?: Pick a machine on its GridPup page and press Deploy: GridPup rents the GPU, downloads the model from Hugging Face and serves it at an https address with keys and OpenAI's chat API, billed by the hour.