Run Jupyter notebooks on a GPU pod
Aquanode's notebook environment is a GPU pod that boots with JupyterLab and PyTorch preinstalled, billed per second like every other pod. Your notebooks, installed packages and data persist between runs.
Launch a GPU notebookGPU pods are billed per second, from $0.059/hr for a A16 today, up to multi-GPU cards for larger models. See the GPU Index for every current price.
How it works
- 1
Pick the notebook workload
Choose the notebook card when creating a pod. It comes with JupyterLab and PyTorch already installed, sized to a GPU with at least 16GB of VRAM.
- 2
The box boots with JupyterLab already running
No setup step: open the pod and you're in a running notebook, not an empty shell you have to configure first.
- 3
Install anything else you need
You have root access on the box. pip/conda install whatever framework or CUDA library your work needs beyond PyTorch.
- 4
Your work stays on the box
Notebooks, installed packages and data persist between runs on the same box. Pause it to stop the bill and resume later with the environment back the way you left it.
Pausing is a real feature, not a promise: Pause & Resume stops the bill and brings the environment back the way you left it when you resume.
What people run in it
- Data exploration and model prototyping
- Interactive fine-tuning experiments before a full training run
- Trying out a model from the model catalog before committing to a dedicated pod
- Any PyTorch workload you'd otherwise run locally on a laptop GPU
Moving off Google Colab, or new to Jupyter notebooks entirely? See how Aquanode compares to Google Colab, read What Is a Jupyter Notebook?, or browse more Google Colab alternatives.
Models to try in a notebook
DeepSeek-R1-0528
Reasoning
Llama 3.3 70B Instruct
LLM
Qwen2.5 7B Instruct
LLM
FLUX.1 [dev]
Image generation
deepseek-coder-6.7b-instruct
Coding
DeepSeek-OCR
Vision
DeepSeek-R1-Distill-Llama-70B
Reasoning
DeepSeek-R1-Distill-Llama-8B-abliterated
Reasoning
DeepSeek-R1-Distill-Qwen-1.5B
Reasoning
DeepSeek-R1-Distill-Qwen-14B-abliterated-v2
Reasoning
DeepSeek-V3
LLM
DeepSeek-V3-0324
LLM
DeepSeek-V3.1
LLM
DeepSeek-V3.2-Exp
LLM
Dia-1.6B
Speech / TTS
Dolphin3.0-R1-Mistral-24B
Reasoning
EXAONE-3.5-32B-Instruct
LLM
FLUX.1-Kontext-dev
Image generation
FLUX.1-schnell
Image generation
FLUX.2-dev
Image generation
gemma-3-12b-it
Vision
gemma-3-4b-it
Vision
gemma-4-31B-it
Vision
GLM-4.5-Air
LLM
GLM-4.5V
Vision
GLM-4.6
LLM
GLM-4.7-Flash
LLM
GLM-5
LLM
GLM-5.1
LLM
GLM-5.2
LLM
granite-3.2-8b-instruct
LLM
Hermes-3-Llama-3.1-405B-FP8
LLM
Hermes-3-Llama-3.1-70B
LLM
Hermes-3-Llama-3.1-8B
LLM
HiDream-I1-Full
Image generation
InternVL3-78B
Vision
Kimi-K2-Instruct
LLM
Kimi-K2-Instruct-0905
LLM
Krea-2-Raw
Image generation
turn-detector
Speech / TTS
Llama-3.1-405B-Instruct
LLM
Meta-Llama-3.1-70B-Instruct-FP8
LLM
Llama-3.1-8B-Instruct
LLM
Llama-3.1-8B-Lexi-Uncensored-V2
LLM
Llama-3.1-Nemotron-Nano-8B-v1
LLM
Llama-3.2-3B-Instruct
LLM
Llama-4-Maverick-17B-128E-Instruct-FP8
Vision
Llama-4-Scout-17B-16E-Instruct
Vision
Llama-Guard-3-8B
LLM
Llama-Guard-4-12B
LLM
LTX-2
Video generation
MiniMax-H3
LLM
MiniMax-M2.5
LLM
MiniMax-M2.7
LLM
Mistral-Small-24B-Instruct-2501
LLM
Mixtral-8x7B-Instruct-v0.1
LLM
mochi-1-preview
Video generation
multilingual-e5-large-instruct
Embedding
Nanonets-OCR-s
Vision
Nous-Hermes-2-Mistral-7B-DPO
LLM
orpheus-3b-0.1-ft
Speech / TTS
parakeet-tdt-0.6b-v3
Speech / TTS
Phi-3.5-mini-instruct
LLM
Phi-3-mini-4k-instruct
LLM
phi-4
LLM
Qwen-Image
Image generation
Qwen2.5-14B-Instruct
LLM
Qwen2.5-3B-Instruct
LLM
Qwen2.5-Coder-32B-Instruct
Coding
Qwen3-1.7B
LLM
Qwen3-1.7B-Base
LLM
Qwen3-14B-Base
LLM
Qwen3-235B-A22B-Instruct-2507-FP8
LLM
Qwen3-235B-A22B-Thinking-2507
Reasoning
Qwen3-30B-A3B
LLM
Qwen3-32B
LLM
Qwen3-4B
LLM
Qwen3-4B-Base
LLM
Qwen3.5-122B-A10B
LLM
Qwen3.5-397B-A17B
LLM
Qwen3.5-9B
LLM
Qwen3.6-35B-A3B
LLM
Qwen3.8-27B-FP8
LLM
Qwen3-8B
LLM
Qwen3-Coder-480B-A35B-Instruct
Coding
Qwen3-Coder-Next
Coding
Qwen3-Embedding-0.6B
Embedding
Qwen3-Next-80B-A3B-Instruct
Reasoning
Qwen3-Next-80B-A3B-Thinking
Reasoning
Qwen3-VL-32B-Instruct
Vision
ReaderLM-v2
LLM
RealVisXL_V5.0
Image generation
SmolLM2-360M-Instruct
LLM
stable-diffusion-xl-base-1.0
Image generation
Trinity-Large-Preview
LLM
Wayfarer-12B
LLM
whisper-large-v3
Speech / TTS
