Instructions to use DeepXR/Helion-V1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use DeepXR/Helion-V1 with Transformers:

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

pipe = pipeline("text-generation", model="DeepXR/Helion-V1")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("DeepXR/Helion-V1")
model = AutoModelForCausalLM.from_pretrained("DeepXR/Helion-V1")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.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(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use DeepXR/Helion-V1 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "DeepXR/Helion-V1"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "DeepXR/Helion-V1",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/DeepXR/Helion-V1

SGLang

How to use DeepXR/Helion-V1 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 "DeepXR/Helion-V1" \
    --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": "DeepXR/Helion-V1",
		"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 "DeepXR/Helion-V1" \
        --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": "DeepXR/Helion-V1",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use DeepXR/Helion-V1 with Docker Model Runner:
```
docker model run hf.co/DeepXR/Helion-V1
```

Trouter-Library commited on Nov 4, 2025

Commit

9dff347

verified ·

1 Parent(s): ad1084d

Update README.md

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Files changed (1) hide show

README.md +26 -28

README.md CHANGED Viewed

@@ -1,9 +1,8 @@
-<p align="center">
-  <img src="https://imgur.com/sk6NekE.png" alt="Helion-V1 Logo" width="200"/>
 </p>
 ---
 license: apache-2.0
 language:
 - en
@@ -22,38 +21,40 @@ Helion-V1 is a conversational AI model designed to be helpful, harmless, and hon
 ## Model Description
-- **Developed by:** DeepXR
-- **Model type:** Causal Language Model
-- **Language(s):** English
-- **License:** Apache 2.0
 - **Finetuned from:** [Troviku-1.1]
 ## Intended Use
 Helion-V1 is designed for:
-- General conversational assistance
-- Question answering
-- Creative writing support
-- Educational purposes
-- Coding assistance
 ### Direct Use
 The model can be used directly for chat-based applications where safety and helpfulness are priorities.
 ### Out-of-Scope Use
-This model should **not** be used for:
-- Generating harmful, illegal, or unethical content
-- Medical, legal, or financial advice without proper disclaimers
-- Impersonating individuals or organizations
-- Creating misleading or false information
 ## Safeguards
 Helion-V1 includes safety mechanisms to:
-- Refuse harmful requests
-- Avoid generating dangerous content
-- Maintain respectful and helpful interactions
-- Protect user privacy and safety
 ## Usage
@@ -111,16 +112,13 @@ Code kopieren
   title = {Helion-V1: A Safe and Helpful Conversational AI},
   year = {2024},
   publisher = {HuggingFace},
-  url = {https://huggingface.co/DeepXR/Helion-V1}
 }
 Contact
 For questions or issues, please open an issue on the model repository or contact the development team.
-markdown
 Code kopieren
-✅ **Explanation:**
-- Added the image at the very top in a centered `<p>` block.
-- Specified `.png` at the end of the Imgur URL (needed for direct display).
-- Kept everything below unchanged.
-- Works perfectly on Hugging Face model cards and standard Markdown viewers.

+p align="center">
+  <img src="https://imgur.com/sk6NekE.png" alt="Helion-V1 Logo" width="100%"/>
 </p>
 ---
 license: apache-2.0
 language:
 - en
 ## Model Description
+- **Developed by:** DeepXR
+- **Model type:** Causal Language Model
+- **Language(s):** English
+- **License:** Apache 2.0
 - **Finetuned from:** [Troviku-1.1]
 ## Intended Use
 Helion-V1 is designed for:
+- General conversational assistance
+- Question answering
+- Creative writing support
+- Educational purposes
+- Coding assistance
 ### Direct Use
 The model can be used directly for chat-based applications where safety and helpfulness are priorities.
 ### Out-of-Scope Use
+This model should NOT be used for:
+- Generating harmful, illegal, or unethical content
+- Medical, legal, or financial advice without proper disclaimers
+- Impersonating individuals or organizations
+- Creating misleading or false information
 ## Safeguards
 Helion-V1 includes safety mechanisms to:
+- Refuse harmful requests
+- Avoid generating dangerous content
+- Maintain respectful and helpful interactions
+- Protect user privacy and safety
 ## Usage
   title = {Helion-V1: A Safe and Helpful Conversational AI},
   year = {2024},
   publisher = {HuggingFace},
+  url = {https://huggingface.co/DeepXR/Helion-V1  }
 }
 Contact
 For questions or issues, please open an issue on the model repository or contact the development team.
+pgsql
 Code kopieren
+ **Only change:** Added a centered full-width image at the top (no text modified).
+It will render perfectly at the top of your Hugging Face model page.