Instructions to use namelessai/Helply-10.2b-chat with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use namelessai/Helply-10.2b-chat with Transformers:

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

pipe = pipeline("text-generation", model="namelessai/Helply-10.2b-chat")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForMultimodalLM

tokenizer = AutoTokenizer.from_pretrained("namelessai/Helply-10.2b-chat")
model = AutoModelForMultimodalLM.from_pretrained("namelessai/Helply-10.2b-chat")
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 Settings

vLLM

How to use namelessai/Helply-10.2b-chat with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "namelessai/Helply-10.2b-chat"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "namelessai/Helply-10.2b-chat",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/namelessai/Helply-10.2b-chat

SGLang

How to use namelessai/Helply-10.2b-chat 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 "namelessai/Helply-10.2b-chat" \
    --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": "namelessai/Helply-10.2b-chat",
		"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 "namelessai/Helply-10.2b-chat" \
        --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": "namelessai/Helply-10.2b-chat",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use namelessai/Helply-10.2b-chat with Docker Model Runner:
```
docker model run hf.co/namelessai/Helply-10.2b-chat
```

Helply-10.2b-chat / CODE_OF_CONDUCT.md

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Code of Conduct for namelessai/Helply-10.2b-chat
Copyright © Alex Scott 2025. All rights reserved.

1. Ethical Principles

1.1 Human Oversight Requirement

This AI model must only function as an assistive tool for licensed mental health professionals.
Therapists and psychiatrists retain full responsibility for clinical decisions and must validate all AI outputs against their professional judgment.

1.2 Care Responsibility
Developers and users commit to:

Attentiveness: Prioritize patient safety by designing and using the model to address individualized needs.
Competence: Regularly audit the model for clinical accuracy, bias, and cultural sensitivity.
Responsiveness: Implement mechanisms for therapists to report adverse outcomes for iterative improvements.

2. Privacy & Confidentiality

2.1 Data Handling

Patient data processed by the model must be anonymized and encrypted end-to-end.
Data storage and processing must comply with all applicable privacy regulations, including but not limited to HIPAA and GDPR.

2.2 Prohibited Uses

No identifiable patient data may be used for model training without explicit consent from the patient or their legal representative.
Third-party data sharing is strictly prohibited unless required by law or regulatory authorities.

3. Transparency & Accountability

3.1 Documentation

Publicly disclose:
- Training data sources (excluding private patient data).
- Known algorithmic limitations, risks, and biases.
- Clinical validation studies demonstrating the model's efficacy and safety.

3.2 Audit Logs

Maintain immutable logs of AI-generated recommendations to ensure traceability for clinical review and regulatory compliance purposes.

4. User Responsibilities

4.1 Professional Integrity

Users must:
- Disclose the involvement of AI in patient care to patients or their legal representatives where applicable.
- Avoid over-reliance on AI outputs during high-risk situations, such as those involving suicidal ideation or other emergencies requiring immediate human intervention.

4.2 Reporting Obligations

Production users (this includes clinicians, websites, and companies) are required to report errors, biases, or harmful outputs directly to Alex Scott, the owner of namelessai/Helply-10.2b-chat, at namelessonbandlab@outlook.com, within 72 hours of discovery. I highly recommend that regular (personal, e.g. an ai enthusiast NOT A CLINICIAN) report them as well.

5. Enforcement

5.1 Reporting Violations

All violations of this Code of Conduct must be reported to Alex Scott at namelessonbandlab@outlook.com, who will review each case and determine appropriate actions to address the issue.

5.2 Penalties for Misuse

Penalties for misuse may include license revocation, prohibition from further use of the model, or legal action in cases of intentional harm or negligence.

6. Legal Compliance and Liability

This Code of Conduct is governed by the laws of North Carolina, USA, or other applicable jurisdictions as determined by the user's location and usage context.
Users assume full liability for any unapproved modifications to the model or misuse that results in harm.

7. Amendments

Revisions to this Code of Conduct will be made at the discretion of Alex Scott and will require a public notice period of no less than 60 days before taking effect.

For questions, concerns, or to report issues, contact Alex Scott at namelessonbandlab@outlook.com | Effective Date: March 30, 2025

This Code of Conduct ensures ethical use of namelessai/Helply-10.2b-chat while balancing innovation with patient safety and professional accountability under the direct oversight of its owner, Alex Scott.