Instructions to use StableQuant/Qwen-Templates-Rebuild-Project with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use StableQuant/Qwen-Templates-Rebuild-Project with Transformers:

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

pipe = pipeline("text-generation", model="StableQuant/Qwen-Templates-Rebuild-Project")

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("StableQuant/Qwen-Templates-Rebuild-Project", dtype="auto")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use StableQuant/Qwen-Templates-Rebuild-Project with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "StableQuant/Qwen-Templates-Rebuild-Project"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "StableQuant/Qwen-Templates-Rebuild-Project",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/StableQuant/Qwen-Templates-Rebuild-Project

SGLang

How to use StableQuant/Qwen-Templates-Rebuild-Project 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 "StableQuant/Qwen-Templates-Rebuild-Project" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "StableQuant/Qwen-Templates-Rebuild-Project",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

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 "StableQuant/Qwen-Templates-Rebuild-Project" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "StableQuant/Qwen-Templates-Rebuild-Project",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use StableQuant/Qwen-Templates-Rebuild-Project with Docker Model Runner:
```
docker model run hf.co/StableQuant/Qwen-Templates-Rebuild-Project
```

StableQuant commited on 6 days ago

Commit

9508a5a

verified ·

1 Parent(s): e30f588

Update README.md

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README.md +2 -2

README.md CHANGED Viewed

@@ -16,13 +16,13 @@ tags:
 - bugfix
 ---
-Update: You can download v1.0 now.
 17 common bugs from other templates and tool cases are fixed (for example JSON """ escapes, unicode character parsing, thinking tags messing up the context etc.), consult the writeup.md if interested in the details.
 Dev role fix etc. will be pushed soon to in a v1.1, prework is almost done.
 OpenHands codes rock stable with v1.0 for me currently.
-# Welcome to the Template Rebuild Project.
 How do we got here:
 Annoyed from various bugs with Qwen3.5 and Qwen 3.6 models tool calling etc. I decided to test many different community variants of Qwen Templates, like probably many others out there.

 - bugfix
 ---
+#### Update: You can download v1.0 now.
 17 common bugs from other templates and tool cases are fixed (for example JSON """ escapes, unicode character parsing, thinking tags messing up the context etc.), consult the writeup.md if interested in the details.
 Dev role fix etc. will be pushed soon to in a v1.1, prework is almost done.
 OpenHands codes rock stable with v1.0 for me currently.
+# Welcome to the Template Rebuild Project
 How do we got here:
 Annoyed from various bugs with Qwen3.5 and Qwen 3.6 models tool calling etc. I decided to test many different community variants of Qwen Templates, like probably many others out there.