---
title: Kimi-K3.1-Pro-MLXse
canonical_url: "https://www.modelscope.ai/models/inferencerlabs/Kimi-K3.1-Pro-MLXse"
md_url: "https://www.modelscope.ai/models/inferencerlabs/Kimi-K3.1-Pro-MLXse.md"
repository: inferencerlabs/Kimi-K3.1-Pro-MLXse
last_updated: 2026-11-07
pipeline_tag: image-text-to-text
tasks:
  - image-text-to-text
model_type:
  - kimi_k31
architectures:
  - KimiK31ForConditionalGeneration
base_model:
  - moonshotai/Kimi-K3.1-Pro
base_model_relation: quantized
parameters: 482.8B
tensor_type:
  - U8
  - U32
  - BF16
library_name:
  - mlx
  - safetensors
  - pytorch
frameworks:
  - pytorch
language:
  - en
downloads: 199
stars: 1
tags:
  - mlx
---

# Kimi-K3.1-Pro-MLXse

> Kimi-K3.1-Pro-MLXse - An open-source model by inferencerlabs on ModelScope. Kimi-K3.1-Pro See Kimi-K3.1-Pro in action: demonstration videos Tested with Inferencer 2.5.2 M3 Ultra 512GB: 0.37 tokens/s @ 10,000 tokens

inferencerlabs/Kimi-K3.1-Pro-MLXse is a 482.8B-parameter image-text-to-text model on ModelScope. derived from moonshotai/Kimi-K3.1-Pro.

- **Repository**: inferencerlabs/Kimi-K3.1-Pro-MLXse
- **Tasks**: image-text-to-text
- **Parameters**: 482.8B
- **Base model**: moonshotai/Kimi-K3.1-Pro
- **Tags**: mlx
- **Downloads**: 199
- **Stars**: 1
- **Last updated**: 2026-11-07

Source: https://www.modelscope.ai/models/inferencerlabs/Kimi-K3.1-Pro-MLXse

---

# Kimi-K3.1-Pro
See Kimi-K3.1-Pro in action: [demonstration videos](https://youtube.com/xcreate)
   
#### Tested with [Inferencer 2.5.2](https://inferencer.com)
- M3 Ultra 512GB: ~0.37 tokens/s @ 10,000 tokens

<p style="margin-bottom:0px;">
This build repacks the model's existing quantized weights and offloads the experts to storage for running at full precision on memory constrained devices.
</p>

![Screenshot](https://cdn-uploads.huggingface.co/production/uploads/688479d616f1ec82fa645019/7KR9BPavd2F7EWJoqm67F.jpeg)

##### Repacked with a modified version of [MLX](https://github.com/ml-explore/mlx)
##### For more details see our [demonstration videos](https://youtube.com/xcreate) or visit [moonshotai/Kimi-K3.1-Pro](https://huggingface.co/moonshotai/Kimi-K3.1-Pro).

## Disclaimer

We are not the creator, originator, or owner of any model listed. Each model is created and provided by third parties. Models may not always be accurate or contextually appropriate. You are responsible for verifying the information before making important decisions. We are not liable for any damages, losses, or issues arising from its use, including data loss or inaccuracies in AI-generated content.