Instructions to use inclusionAI/Ring-1T with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use inclusionAI/Ring-1T with Transformers:

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

pipe = pipeline("text-generation", model="inclusionAI/Ring-1T", trust_remote_code=True)
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("inclusionAI/Ring-1T", trust_remote_code=True, dtype="auto")

Inference
Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use inclusionAI/Ring-1T with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "inclusionAI/Ring-1T"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "inclusionAI/Ring-1T",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/inclusionAI/Ring-1T

SGLang

How to use inclusionAI/Ring-1T 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 "inclusionAI/Ring-1T" \
    --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": "inclusionAI/Ring-1T",
		"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 "inclusionAI/Ring-1T" \
        --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": "inclusionAI/Ring-1T",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use inclusionAI/Ring-1T with Docker Model Runner:
```
docker model run hf.co/inclusionAI/Ring-1T
```

System incorrectly named Ling 1T

by wsegilola - opened Oct 18, 2025

Discussion

wsegilola

Oct 18, 2025

The system said their name is Ling 1T when it is Ring 1T, on Zenmux.ai

evewashere

Oct 19, 2025

Ring? Ling? What does it even mean anymore? Does it mean anything anymore?

LiangJiang

inclusionAI org Oct 20, 2025

Thank you for your attention. Ling is the official English name of both Ling-1T and Ring-1T.

evewashere

Oct 21, 2025

Thank you for your attention. Ling is the official English name of both Ling-1T and Ring-1T.

Bro installed Ling. I've GYAT to see that, standardizing nomenclature in 2025 is crazy. "Official English name" ahh sentence. Bro is namemaxxing. We got bro confirming the name before the sequel💀. Bro thinks he's the naming committee😭🙏. Bro MIGHT be the official source‼️🙏. I went to a standardization town and everyone knew you. Bro done fanum taxed his own acronyms😭🙏. Official naming won't pay da bills😭🙏. When I'm in a nomenclature competition and my opponent is you (I'm cooked). Ling is so real. The Ling glazing is crazy💀🙏. Lingcore goes hard NGL💯🙏. If you're using the official name, consider yourself an opp😭🙏.

ID0M

Oct 24, 2025

•

edited Oct 24, 2025

Thank you for your attention. Ling is the official English name of both Ling-1T and Ring-1T.

Are there any links between Theta Labs (Tbox) and you? If not, are you gonna provide any official inference options of yourself or work with providers to make it happen? I highly doubt people are gonna migrate to ZenMux just to be able to use these obscure providers offering usable access to Ring-1T.

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