How much GPU memory does DeepSeek-TNG-R1T2-Chimera need?

About 783.2 GB for conversations of up to 8,192 tokens: 688.59 GB of weights, the cache for one full-length conversation and the runtime's own memory.

What is the cheapest GPU to run DeepSeek-TNG-R1T2-Chimera?

Right now 8x Nvidia B200 at $82.55 an hour. Prices are live offers from GPU clouds, checked every 15 minutes.

Can DeepSeek-TNG-R1T2-Chimera run on an RTX 4090?

Not on one: it needs about 783.2 GB and an RTX 4090 has 24 GB. Use a bigger GPU, or a smaller (quantized) version of the model.

How do I deploy DeepSeek-TNG-R1T2-Chimera 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 / DeepSeek-TNG-R1T2-Chimera

tngtech/DeepSeek-TNG-R1T2-Chimera

Text generation · served with vLLM · ↓ 465 downloads a month · View on Hugging Face

tngtech/DeepSeek-TNG-R1T2-Chimera needs about 783.2 GB of GPU memory for conversations of up to 8,192 tokens. It runs on 8x Nvidia B200 from $82.55/h right now.

Weights: 689 GB
GPU memory needed: about 783.2 GB
Conversation length: 8,192 tokens
Model allows: 163,840 tokens
Memory · disk: 352.3 GB · 798 GB
Architecture: DeepseekV3ForCausalLM
Licence: mit

Hardware and deploy

Endpoint name

$82.55/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 DeepSeek-TNG-R1T2-Chimera need?: About 783.2 GB for conversations of up to 8,192 tokens: 688.59 GB of weights, the cache for one full-length conversation and the runtime's own memory.
What is the cheapest GPU to run DeepSeek-TNG-R1T2-Chimera?: Right now 8x Nvidia B200 at $82.55 an hour. Prices are live offers from GPU clouds, checked every 15 minutes.
Can DeepSeek-TNG-R1T2-Chimera run on an RTX 4090?: Not on one: it needs about 783.2 GB and an RTX 4090 has 24 GB. Use a bigger GPU, or a smaller (quantized) version of the model.
How do I deploy DeepSeek-TNG-R1T2-Chimera 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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