How much GPU memory does Apriel-1.5-15b-Thinker need?

About 37 GB for conversations of up to 8,192 tokens: 29.73 GB of weights, the cache for one full-length conversation and the runtime's own memory.

What is the cheapest GPU to run Apriel-1.5-15b-Thinker?

Right now one RTX A6000 at $0.48 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 Apriel-1.5-15b-Thinker run on an RTX 4090?

Not on one: it needs about 37 GB and an RTX 4090 has 24 GB. Use a bigger GPU, or a smaller (quantized) version of the model.

How do I deploy Apriel-1.5-15b-Thinker 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 / Apriel-1.5

ServiceNow-AI/Apriel-1.5-15b-Thinker

Vision + text · served with vLLM · ↓ 689 downloads a month · View on Hugging Face

ServiceNow-AI/Apriel-1.5-15b-Thinker needs about 37 GB of GPU memory for conversations of up to 8,192 tokens. It runs on one RTX A6000 from $0.48/h right now; best value: RTX PRO 5000 at $0.67/h.

Weights: 30 GB
GPU memory needed: about 37 GB
Conversation length: 8,192 tokens
Model allows: 262,400 tokens
Memory · disk: 22.9 GB · 73 GB
Architecture: LlavaForConditionalGeneration
Licence: mit

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 Apriel-1.5-15b-Thinker need?: About 37 GB for conversations of up to 8,192 tokens: 29.73 GB of weights, the cache for one full-length conversation and the runtime's own memory.
What is the cheapest GPU to run Apriel-1.5-15b-Thinker?: Right now one RTX A6000 at $0.48 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 Apriel-1.5-15b-Thinker run on an RTX 4090?: Not on one: it needs about 37 GB and an RTX 4090 has 24 GB. Use a bigger GPU, or a smaller (quantized) version of the model.
How do I deploy Apriel-1.5-15b-Thinker 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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