UKPLab/GritHopper-7B needs about 36.3 GB of GPU memory. It runs on one RTX 4090 from $0.51/h right now.
Weights
29 GB
GPU memory needed
about 36.3 GB
Model allows
32,768 tokens
Memory · disk
47.5 GB · 72 GB
Architecture
MistralForCausalLM
Licence
apache-2.0
Hardware and deploy
$0.51/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 GritHopper-7B need?
About 36.3 GB: 28.97 GB of weights and the runtime's own memory.
What is the cheapest GPU to run GritHopper-7B?
Right now one RTX 4090 at $0.51 an hour. Prices are live offers from GPU clouds, checked every 15 minutes.
Can GritHopper-7B run on an RTX 4090?
Not on one: it needs about 36.3 GB and an RTX 4090 has 24 GB. Use a bigger GPU, or a smaller (quantized) version of the model.
How do I deploy GritHopper-7B 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 embeddings API, billed by the hour.
Prices are per hour for the whole machine and its disk, right now. Speed is Vast's DLPerf score of the machine, relative to the cheapest. Best value: the most speed per dollar. Only machines with a Vast reliability above 95% that download at 400 Mbit/s or more are offered: the machine fetches the model itself.