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OPEN MODELS / Vision language models

Run Kimi-K3-Abliterated-V1-GGUF on a cloud GPU

Kimi-K3-Abliterated-V1-GGUF is a Vision language models model by Uniboshi. See how much GPU memory it needs, which GPUs it fits on today and what it costs to run it yourself, billed per second.

Parameters
2779B
GPU memory needed
≈ 2003 GB
License
—
Downloads
1,742
Updated Aug 13, 2026

GPUs it fits on today

Our estimate is about 2003 GB for inference with GGUF weights, including working memory. Real use depends on resolution, batch size and context length.

No GPU with enough memory is available right now. Check the catalog again later.

Live starting prices from our catalog. You pay per second while the machine runs.

How to run Kimi-K3-Abliterated-V1-GGUF

  1. 01

    Rent a GPU

    Pick one of the GPUs above. Billing is per second; stop the machine and you stop paying.

  2. 02

    Open a terminal or Jupyter

    Connect over SSH or open Jupyter in your browser. PyTorch and CUDA are ready to use.

  3. 03

    Download and run the model

    Run the commands below. The weights download straight from Hugging Face to your machine.

This model is gated: accept its license on Hugging Face and run huggingface-cli login before downloading.

pip install -U "huggingface_hub[cli]"
huggingface-cli download Uniboshi/Kimi-K3-Abliterated-V1-GGUF --local-dir ./model --include "*Q4_K_M*"
# llama.cpp: ./llama-server -m ./model/*.gguf --host 0.0.0.0 --port 8000

Why run it yourself?

Run document and image understanding on your own GPU: no per-image fee, and files stay on your machine.

Questions

How much GPU memory does Kimi-K3-Abliterated-V1-GGUF need?
By our estimate about 2003 GB for inference (2779B parameters). Higher resolution, longer context or bigger batches need more.
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

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