Qwen3 235B A22B Thinking 2507

Facts

Released

2025-07-25 the day the repository was first published on Hugging Face Hugging Face, read 2026-09-24

Licence

apache-2.0 the licence the model card declares Hugging Face, read 2026-09-24

Open weights

Yes the weights are published in this Hugging Face repository Hugging Face, read 2026-09-24

Parameters

235.1 billion counted from the safetensors weight files Hugging Face, read 2026-09-24

Active parameters

22.2 billion estimate estimated from the expert counts and sizes in the configuration model configuration, read 2026-09-24

Knowledge cutoff

2025-06-30 the knowledge cutoff OpenRouter lists OpenRouter, read 2026-09-24

Context window

• 262,144 tokens the maximum position embeddings in the model configuration model configuration, read 2026-09-24
• 131,072 tokens the context length OpenRouter lists OpenRouter, read 2026-09-24

Longest output

• 117,964 tokens the largest output OpenRouter's first provider allows OpenRouter, read 2026-09-24

Tool calling

• Yes the chat template in the tokenizer configuration accepts tool definitions Hugging Face, read 2026-09-24
• Yes OpenRouter lists tools among the supported parameters OpenRouter, read 2026-09-24

Structured output

• Yes OpenRouter lists response_format, a JSON mode, among the supported parameters OpenRouter, read 2026-09-24

Reasoning controls

• Yes OpenRouter lists reasoning controls OpenRouter, read 2026-09-24

Inputs and outputs

text in, text out Hugging Face, read 2026-09-24

Good for

• Reasoning: OpenRouter lists reasoning controls for it OpenRouter, read 2026-09-24

Prices

Run it on your own hardware

Weights are the sizes of the files a source lists, or an estimate from the parameter count where none does. Memory is an estimate: weights plus KV cache plus 512 MiB and 5 percent of the weights for runtime buffers. Check it against your hardware.

Start it with a local runtime

• Ollama

  ollama run hf.co/unsloth/Qwen3-235B-A22B-Thinking-2507-GGUF:Q4_0

• LM Studio

  lms get unsloth/Qwen3-235B-A22B-Thinking-2507-GGUF
  lms server start

• llama.cpp server

  llama-server -hf unsloth/Qwen3-235B-A22B-Thinking-2507-GGUF:Q4_0 --jinja

• vLLM

  vllm serve Qwen/Qwen3-235B-A22B-Thinking-2507

• SGLang

  sglang serve --model-path Qwen/Qwen3-235B-A22B-Thinking-2507 --port 30000

Use it from your harness

Set up for Hugging Face with the model Qwen/Qwen3-235B-A22B-Thinking-2507. Each endpoint page has the same setup for its own address.

{
  "$schema": "https://opencode.ai/config.json",
  "provider": {
    "huggingface": {
      "npm": "@ai-sdk/openai-compatible",
      "name": "Hugging Face",
      "options": {
        "baseURL": "https://router.huggingface.co/v1",
        "apiKey": "{env:HF_TOKEN}"
      },
      "models": {
        "Qwen/Qwen3-235B-A22B-Thinking-2507": {
          "name": "Qwen3 235B A22B Thinking 2507",
          "limit": {
            "context": 262144,
            "output": 117964
          }
        }
      }
    }
  }
}

{
  "providers": {
    "huggingface": {
      "baseUrl": "https://router.huggingface.co/v1",
      "api": "openai-completions",
      "apiKey": "$HF_TOKEN",
      "models": [
        {
          "id": "Qwen/Qwen3-235B-A22B-Thinking-2507"
        }
      ]
    }
  }
}

Other ways to reach it

• IO.NET, model Qwen/Qwen3-235B-A22B-Thinking-2507
• Jiekou.AI, model qwen/qwen3-235b-a22b-thinking-2507
• Kilo Gateway, model qwen/qwen3-235b-a22b-thinking-2507
• ModelScope, model Qwen/Qwen3-235B-A22B-Thinking-2507
• NovitaAI, model qwen/qwen3-235b-a22b-thinking-2507
• OpenRouter, model qwen/qwen3-235b-a22b-thinking-2507
• SiliconFlow (China), model Qwen/Qwen3-235B-A22B-Thinking-2507
• submodel, model Qwen/Qwen3-235B-A22B-Thinking-2507
• Ollama, model hf.co/unsloth/Qwen3-235B-A22B-Thinking-2507-GGUF:Q4_0

Published results

These are results other people published. Baltor did not run them and does not rank models by them.

• Results the maker published on the model card published by Qwen Hugging Face, read 2026-09-24
• Artificial Analysis Intelligence Index: 12.7 published by Artificial Analysis OpenRouter, read 2026-09-24
• Artificial Analysis Coding Index: 22.1 published by Artificial Analysis OpenRouter, read 2026-09-24
• Artificial Analysis Agentic Index: 1.3 published by Artificial Analysis OpenRouter, read 2026-09-24