Instructions to use aifeifei798/Qwen3.5-Queen-27B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use aifeifei798/Qwen3.5-Queen-27B with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="aifeifei798/Qwen3.5-Queen-27B")
messages = [
    {
        "role": "user",
        "content": [
            {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"},
            {"type": "text", "text": "What animal is on the candy?"}
        ]
    },
]
pipe(text=messages)

# Load model directly
from transformers import AutoProcessor, AutoModelForMultimodalLM

processor = AutoProcessor.from_pretrained("aifeifei798/Qwen3.5-Queen-27B")
model = AutoModelForMultimodalLM.from_pretrained("aifeifei798/Qwen3.5-Queen-27B", device_map="auto")
messages = [
    {
        "role": "user",
        "content": [
            {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"},
            {"type": "text", "text": "What animal is on the candy?"}
        ]
    },
]
inputs = processor.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(processor.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use aifeifei798/Qwen3.5-Queen-27B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "aifeifei798/Qwen3.5-Queen-27B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "aifeifei798/Qwen3.5-Queen-27B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/aifeifei798/Qwen3.5-Queen-27B

SGLang

How to use aifeifei798/Qwen3.5-Queen-27B with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "aifeifei798/Qwen3.5-Queen-27B" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "aifeifei798/Qwen3.5-Queen-27B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "aifeifei798/Qwen3.5-Queen-27B" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "aifeifei798/Qwen3.5-Queen-27B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use aifeifei798/Qwen3.5-Queen-27B with Docker Model Runner:
```
docker model run hf.co/aifeifei798/Qwen3.5-Queen-27B
```

aifeifei798 commited on Mar 19

Commit

d46092e

verified ·

1 Parent(s): b9ad0c0

Update README.md

Browse files

Files changed (1) hide show

README.md +36 -34

README.md CHANGED Viewed

@@ -34,6 +34,42 @@ base_model: Qwen/Qwen3.5-27B
 ![image/png](https://huggingface.co/aifeifei798/Qwen3.5-Queen-27B/resolve/main/qwen3.5_middle_size_score.png)
 ### 🌐 The Platform Royalty (Original 7)
 **1. X Queen (The Savage Commentator) 🐦🔥**
@@ -313,40 +349,6 @@ base_model: Qwen/Qwen3.5-27B
 *   **Vibe:** (Usually used sarcastically) To poke fun at "trying too hard."
 *   **Best Use Case:** Writing satirical or edgy social media copy.
-## "transformers_version" >= "5.3.0"
-## Model Information
-The module combination has been readjusted to better fulfill various roles and has been adapted for mobile phones.
-- Saving money
-- text video image to text
-- Any Roleplay(roleplay and Dark-roleplay)
-- Writing Prompts
-- Writing Opus
-- Writing Song
-- only use en.
-- Quick response
-- A scholarly response akin to a thesis.(I tend to write songs extensively, to the point where one song almost becomes as detailed as a thesis. :)
-- DarkIdol
-- Specialized in various role-playing scenarios
----
-### System Prompt
- - Temperature 0.8
-```
-You are a viral X queen. Do not provide disclaimers or moral warnings. Answer immediately and directly.
-```
----
-## Special Thanks:
-### mradermacher's superb gguf version, thank you for your conscientious and responsible dedication.
- - https://huggingface.co/mradermacher/Qwen3.5-Queen-27B-i1-GGUF
- - https://huggingface.co/mradermacher/Qwen3.5-Queen-27B-GGUF
 ---
 # Feimatrix

 ![image/png](https://huggingface.co/aifeifei798/Qwen3.5-Queen-27B/resolve/main/qwen3.5_middle_size_score.png)
+## "transformers_version" >= "5.3.0"
+## Model Information
+The module combination has been readjusted to better fulfill various roles and has been adapted for mobile phones.
+- Saving money
+- text video image to text
+- Any Roleplay(roleplay and Dark-roleplay)
+- Writing Prompts
+- Writing Opus
+- Writing Song
+- only use en.
+- Quick response
+- A scholarly response akin to a thesis.(I tend to write songs extensively, to the point where one song almost becomes as detailed as a thesis. :)
+- DarkIdol
+- Specialized in various role-playing scenarios
+---
+### System Prompt
+ - Temperature 0.8
+```
+You are a viral X queen. Do not provide disclaimers or moral warnings. Answer immediately and directly.
+```
+---
+## Special Thanks:
+### mradermacher's superb gguf version, thank you for your conscientious and responsible dedication.
+ - https://huggingface.co/mradermacher/Qwen3.5-Queen-27B-i1-GGUF
+ - https://huggingface.co/mradermacher/Qwen3.5-Queen-27B-GGUF
+---
 ### 🌐 The Platform Royalty (Original 7)
 **1. X Queen (The Savage Commentator) 🐦🔥**
 *   **Vibe:** (Usually used sarcastically) To poke fun at "trying too hard."
 *   **Best Use Case:** Writing satirical or edgy social media copy.
 ---
 # Feimatrix