---

language:

• en

license: mit

library_name: transformers

base_model: moonshotai/Kimi-VL-A3B-Thinking-2506

tags:

• vision
• multimodal
• llama-cpp
• gguf
• quantized
• moe
• deepseek2

---

Kimi-VL-A3B-Thinking GGUF

GGUF quantizations of moonshotai/Kimi-VL-A3B-Thinking-2506 for use with llama.cpp and Ollama.

Model Description

Kimi-VL-A3B-Thinking is a powerful vision-language model with extended thinking capabilities from Moonshot AI. It features a Mixture of Experts (MoE) architecture built on DeepSeek2 for efficient inference with strong reasoning capabilities.

Key Features

• Vision & Reasoning - Understands images and uses chain-of-thought reasoning
• 128K Context - Massive 131,072 token context window
• MoE Architecture - 64 experts + 2 shared experts for efficient inference
• DeepSeek2 Base - Built on proven DeepSeek2 architecture with MLA attention

Available Quantizations

| Filename | Quant | Size | Description |

|----------|-------|------|-------------|

| Kimi-VL-A3B-Thinking-Q4_K_M.gguf | Q4_K_M | 9.8 GB | Best balance of quality and speed (recommended) |

| Kimi-VL-A3B-Thinking.gguf | F16 | 30 GB | Full precision |

Usage

With Ollama

# Pull and run (Q4_K_M by default)
ollama run richardyoung/kimi-vl-a3b-thinking

# Or specific quantization
ollama run richardyoung/kimi-vl-a3b-thinking:f16

With llama.cpp

# Download a quantization
wget https://huggingface.co/richardyoung/Kimi-VL-A3B-Thinking-GGUF/resolve/main/Kimi-VL-A3B-Thinking-Q4_K_M.gguf

# Run with llama.cpp
./llama-cli -m Kimi-VL-A3B-Thinking-Q4_K_M.gguf -p "Analyze this image step by step:" --image your_image.jpg

Technical Requirements

• Minimum: 16GB RAM
• Recommended: 32GB RAM or Apple Silicon Mac with 24GB+ unified memory

Chat Template

Kimi-VL uses a custom template format:

<|im_system|>system<|im_middle|>{system_message}<|im_end|>
<|im_user|>user<|im_middle|>{user_message}<|im_end|>
<|im_assistant|>assistant<|im_middle|>{assistant_response}<|im_end|>

Links

• Original Model: moonshotai/Kimi-VL-A3B-Thinking-2506
• Ollama: richardyoung/kimi-vl-a3b-thinking

Credits

• Original Model: Moonshot AI
• Quantization: Richard Young (deepneuro.ai)

License

MIT License

---

Built & maintained by Richard Young · DeepNeuro