---
license: apache-2.0
base_model:
- Qwen/Qwen3-235B-A22B-Instruct-2507
---



# Qwen3 235B Instruct 2507 gguf

Make sure you have enough ram/gpu to run. On the right of model card, you may see the size of each quantized models.


## Use the model in LM Studio

### download and install LM Studio
https://lmstudio.ai/

## Discover models 

### In the LM Studio, click "Discover" icon. "Mission Control" popup window will be displayed.
### In the "Mission Control" search bar, type "John1604/Qwen3-235B-A22B-Instruct-2507-gguf" and check "GGUF", the model should be found.
### Download the model.
you may choose the quantized type in the download window.
### Load the model.
Load the model to the LM Studio.
### Ask questions.


## quantized models

| Type       | Bits  | Quality          | Description                          |
| ---------- | ----- | ---------------- | ------------------------------------ |
| **Q2_K**   | 2-bit | 🟥 Low           | Minimal footprint; only for tests    |
| **Q3_K_S** | 3-bit | 🟧 Low           | “Small” variant (less accurate)      |
| **Q3_K_M** | 3-bit | 🟧 Low–Med       | “Medium” variant                     |
| **Q4_K_S** | 4-bit | 🟨 Med           | Small, faster, slightly less quality |
| **Q4_K_M** | 4-bit | 🟩 Med–High      | “Medium” — best 4-bit balance        |
| **Q6_K**   | 6-bit | 🟩🟩🟩 Very High | Almost FP16 quality, larger size     |
| **Q8_0**   | 8-bit | 🟩🟩🟩🟩         | Near-lossless baseline               |