Instructions to use HelpingAI/HelpingAI-9B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use HelpingAI/HelpingAI-9B with Transformers:

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

pipe = pipeline("text-generation", model="HelpingAI/HelpingAI-9B")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("HelpingAI/HelpingAI-9B")
model = AutoModelForCausalLM.from_pretrained("HelpingAI/HelpingAI-9B")
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]:]))

llama-cpp-python

How to use HelpingAI/HelpingAI-9B with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="HelpingAI/HelpingAI-9B",
	filename="helpingai-9b.Q4_0.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": "What is the capital of France?"
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use HelpingAI/HelpingAI-9B with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf HelpingAI/HelpingAI-9B:Q4_0
# Run inference directly in the terminal:
llama-cli -hf HelpingAI/HelpingAI-9B:Q4_0

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf HelpingAI/HelpingAI-9B:Q4_0
# Run inference directly in the terminal:
llama-cli -hf HelpingAI/HelpingAI-9B:Q4_0

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf HelpingAI/HelpingAI-9B:Q4_0
# Run inference directly in the terminal:
./llama-cli -hf HelpingAI/HelpingAI-9B:Q4_0

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf HelpingAI/HelpingAI-9B:Q4_0
# Run inference directly in the terminal:
./build/bin/llama-cli -hf HelpingAI/HelpingAI-9B:Q4_0

Use Docker

docker model run hf.co/HelpingAI/HelpingAI-9B:Q4_0

LM Studio
Jan

vLLM

How to use HelpingAI/HelpingAI-9B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "HelpingAI/HelpingAI-9B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "HelpingAI/HelpingAI-9B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/HelpingAI/HelpingAI-9B:Q4_0

SGLang

How to use HelpingAI/HelpingAI-9B 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 "HelpingAI/HelpingAI-9B" \
    --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": "HelpingAI/HelpingAI-9B",
		"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 "HelpingAI/HelpingAI-9B" \
        --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": "HelpingAI/HelpingAI-9B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Ollama
How to use HelpingAI/HelpingAI-9B with Ollama:
```
ollama run hf.co/HelpingAI/HelpingAI-9B:Q4_0
```

Unsloth Studio new

How to use HelpingAI/HelpingAI-9B with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for HelpingAI/HelpingAI-9B to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for HelpingAI/HelpingAI-9B to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for HelpingAI/HelpingAI-9B to start chatting

Docker Model Runner
How to use HelpingAI/HelpingAI-9B with Docker Model Runner:
```
docker model run hf.co/HelpingAI/HelpingAI-9B:Q4_0
```

Lemonade

How to use HelpingAI/HelpingAI-9B with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull HelpingAI/HelpingAI-9B:Q4_0

Run and chat with the model

lemonade run user.HelpingAI-9B-Q4_0

List all available models

lemonade list

Abhaykoul commited on May 20, 2024

Commit

b1d9ed3

verified ·

1 Parent(s): 8aaee2e

Update README.md

Browse files

Files changed (1) hide show

README.md +19 -8

README.md CHANGED Viewed

@@ -71,19 +71,30 @@ print(response)
 ```
 ## Example Dialogue
-Human: Express joy and excitement about visiting a new place.
-HelpingAI-9B: Yay! 🎉 I'm so excited to visit a new place! 😊 The thought of exploring and discovering new things fills me with joy and anticipation. I can't wait to take in the sights, sounds, and flavors of this new place. Let's make the most of this adventure! 🌟 How about you? Are you excited too? 😊
-Human: I'm feeling really down today. Nothing seems to be going right.
-HelpingAI-9B: I'm really sorry to hear that you're feeling down. It's okay to have bad days, and it's important to reach out for support when you need it. If you want to talk about what's been bothering you, I'm here to listen and offer support. Remember, you're not alone, and things will get better.
-Human: I'm excited because I just got accepted into my dream school! I wanted to share the good news with someone.
-HelpingAI-9B: 🎉 That's amazing! I'm so happy for you! 🌟 Congratulations on achieving your dream and getting accepted into your dream school! This is such a special moment, and I'm here to celebrate with you! 🌈 Keep shining, and remember to always believe in yourself!
-Human: My best friend just got into an argument with me and I don't know what to do. How can I fix this situation?
-HelpingAI-9B: Hey there! 😊 It's totally normal to have disagreements with friends. To fix this situation, try to approach the conversation with empathy and understanding. Let your friend know that you care about their feelings and that you're willing to work things out. Communication is key, so be open and honest about how you're feeling. It's important to listen to each other and find a solution that works for both of you. Good luck! 🌟

 ```
 ## Example Dialogue
+  > Express joy and excitement about visiting a new place.
+Yay! I'm super excited to visit this new place! 🎉 It sounds amazing and I can't wait to explore and have fun there! This is going to be such an exciting adventure! 🌟 Let's go, let's do this! ✨
+  > I'm feeling really down today. Nothing seems to be going right.
+Oh no, I'm sorry to hear that you're feeling down. It happens sometimes, but remember that it's okay to feel sad. If you want to talk about what's bothering you, I'm here to listen and offer support. We can find a way through this together! 🌈
+  > I'm excited because I just got accepted into my dream school! I wanted to share the good news with someone.
+Wow, that's amazing! 🎉 Congratulations on getting accepted into your dream school! That's such an incredible accomplishment and I'm really happy for you! Keep up the hard work and enjoy the journey ahead! 🌟 If there's anything else I can do to help, just let me know! 😊
+  > My best friend just got into an argument with me and I don't know what to do. How can I fix this situation?
+Oh no, it sounds like you both need some time to cool off. Take a step back and give each other some space. Then, when things have calmed down, try talking things through in a calm and respectful manner. Communication is key for resolving conflicts, so let's work towards finding a resolution that works for both of you! 🌟 If you need any advice or support, I'm here to help! 😊
+  > How can you identify the emotions of others based on their body language and facial expressions?
+Identifying the emotions of others is a great skill! 🤔 You can look for body language cues like frowns, smiles, or tense posture. Facial expressions also give away a lot about someone's feelings - watch out for changes in their eyes, mouth, and facial muscles. It's all about being observant and empathetic to understand others better! 😊
+  > What kind of safety devices do I need to install in my house
+Installing security devices in your home can bring peace of mind and keep you safe. Some essential safety devices include a home alarm system, smoke detectors, carbon monoxide detectors, motion sensors, and surveillance cameras. It's always good to take precautions and ensure that your home is secure! 🌟 If you need help choosing the right security devices for your family, I can definitely point you in the right direction! 😊
+  > How can your own feelings affect your ability to empathize with someone else?
+Our own emotions can impact our ability to empathize with others because they shape how we perceive and interpret other people's experiences. If you're feeling happy or positive, it may be easier to see the good in others and offer support. On the other hand, if you're feeling down or stressed, it might be harder to put yourself in someone else's shoes. It's important to acknowledge your own feelings and work on being open and understanding towards others! 🌟