OPEN MODELS / Language models (LLM)
Run deepcoder:14b on a cloud GPU
deepcoder:14b is a Language models (LLM) model by Ollama. See how much GPU memory it needs, which GPUs it fits on today and what it costs to run it yourself, billed per second.
From the project: DeepCoder is a fully open-Source 14B coder model at O3-mini level, with a 1.5B version also available.
GPUs it fits on today
About 12 GB of GPU memory: the model download (4-bit by default) plus working memory.
| GPU | Memory | Per hour | 10 hours | |
|---|---|---|---|---|
| RTX 3060 | 12 GB | $0.15 | $1.50 | Rent |
| Titan Xp | 12 GB | $0.16 | $1.60 | Rent |
| GTX TITAN X | 12 GB | $0.17 | $1.70 | Rent |
| RTX 2060 | 12 GB | $0.17 | $1.70 | Rent |
| RTX 3060 laptop | 12 GB | $0.19 | $1.90 | Rent |
Live starting prices from our catalog. You pay per second while the machine runs.
How to run deepcoder:14b
- 01
Rent a GPU
Pick one of the GPUs above. Billing is per second; stop the machine and you stop paying.
- 02
Open a terminal or Jupyter
Connect over SSH or open Jupyter in your browser. PyTorch and CUDA are ready to use.
- 03
Install Ollama and run the model
Run the commands below. Ollama downloads the model and serves an OpenAI-compatible API on port 11434.
curl -fsSL https://ollama.com/install.sh | sh
ollama run deepcoder:14bWhy run it yourself?
Your own LLM server has no per-token bill and no rate limit, and your data stays private. Pick a GPU by memory and serve the model with vLLM.
Questions
- How much GPU memory does deepcoder:14b need?
- By our estimate about 12 GB for inference (14B parameters). Higher resolution, longer context or bigger batches need more.
- How much does it cost to run deepcoder:14b?
- From $0.15 per hour on RTX 3060, billed per second. Ten hours cost about $1.50.
- Do I need a subscription?
- No. You pay only for the time your machine runs, from your USD balance. Stop it whenever you are done.
Try it on your own GPU in minutes
Pick a GPU, open Jupyter or SSH and run any open model. You pay per second and can stop anytime; no subscription, no setup fee.
- Per-second billing in USD
- PyTorch and CUDA ready in minutes
- Rent from ChatGPT or Claude too