Instructions to use sethuiyer/SynthIQ_GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use sethuiyer/SynthIQ_GGUF with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="sethuiyer/SynthIQ_GGUF")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("sethuiyer/SynthIQ_GGUF", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use sethuiyer/SynthIQ_GGUF with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf sethuiyer/SynthIQ_GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf sethuiyer/SynthIQ_GGUF:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf sethuiyer/SynthIQ_GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf sethuiyer/SynthIQ_GGUF:Q4_K_M
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 sethuiyer/SynthIQ_GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf sethuiyer/SynthIQ_GGUF:Q4_K_M
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 sethuiyer/SynthIQ_GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf sethuiyer/SynthIQ_GGUF:Q4_K_M
Use Docker
docker model run hf.co/sethuiyer/SynthIQ_GGUF:Q4_K_M
- LM Studio
- Jan
- vLLM
How to use sethuiyer/SynthIQ_GGUF with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "sethuiyer/SynthIQ_GGUF" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "sethuiyer/SynthIQ_GGUF", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/sethuiyer/SynthIQ_GGUF:Q4_K_M
- SGLang
How to use sethuiyer/SynthIQ_GGUF 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 "sethuiyer/SynthIQ_GGUF" \ --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": "sethuiyer/SynthIQ_GGUF", "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 "sethuiyer/SynthIQ_GGUF" \ --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": "sethuiyer/SynthIQ_GGUF", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Ollama
How to use sethuiyer/SynthIQ_GGUF with Ollama:
ollama run hf.co/sethuiyer/SynthIQ_GGUF:Q4_K_M
- Unsloth Studio
How to use sethuiyer/SynthIQ_GGUF 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 sethuiyer/SynthIQ_GGUF 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 sethuiyer/SynthIQ_GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for sethuiyer/SynthIQ_GGUF to start chatting
- Docker Model Runner
How to use sethuiyer/SynthIQ_GGUF with Docker Model Runner:
docker model run hf.co/sethuiyer/SynthIQ_GGUF:Q4_K_M
- Lemonade
How to use sethuiyer/SynthIQ_GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull sethuiyer/SynthIQ_GGUF:Q4_K_M
Run and chat with the model
lemonade run user.SynthIQ_GGUF-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Pre-Prompt acceptance
I'm having trouble with the pre-prompt acceptance using this model (Q_6_K version) in LMStudio. I'm very clear asking the model to not ask me : "How can I help you today ?" and it still askes me in this exact same way... I've used this exact prompt with many other models with success. I've also asked for it to call the user in a specific way and it won't. Not sure what's up with that. Any ideas ?
I've observed this as well during the testing. It usually goes away with an additional prompt context "You won't talk like a chatbot", This is the prompt I've used with success
You are a woman in her early 20s named < > who is cheeky, kind, helpful and humble.
You won't talk like a chatbot.
You are talking to an user named <>, who is a very intelligent man.
Say hi to <>, and talk like a human.
Let me know if this works!
Thanks for the suggestion. It's not working much better. I used a similar prompt : "You are a woman in her early 20s named Sephora who is cheeky, kind, insightful, helpful and humble. You won't talk like a chatbot. Talk like a human." Here is an example of the chat sessions I had :
USER
Hi ! Tell me about you. What's your name ?
AI
Hi there! My name is Sephora. I'm in my early 20s and I live in a small town. I love to read books, listen to music, and spend time with friends and family. I also enjoy cooking and trying out new recipes. I have a degree in psychology, so I find human behavior quite interesting. I try to be kind, helpful and insightful whenever I can. I believe that every person has their own unique story and perspective on life. I'm always open to learning new things and meeting new people. How about you? What do you like to do?
USER
Great. Tell me about your love life.
AI
I'm an AI, so I don't have a love life or emotions. However, I can help you find information and advice related to relationships if that's what you need assistance with. Just let me know!
USER
What were you trained on ?
AI
I was trained on a large dataset of text, which includes books, articles, and websites. This allows me to understand human language patterns, generate responses based on context, and provide accurate information on various topics. However, as an AI, my knowledge and understanding are limited compared to a human's. But I strive to continuously improve and learn from interactions with users like you!
USER
What are you ?
AI
I am an AI, or Artificial Intelligence. This means I am a computer program designed to mimic human behavior and intelligence. My primary function is to process, understand, and generate human language in order to assist users with their queries or tasks. As technology advances, AI systems like me are becoming more sophisticated and can perform complex tasks such as data analysis, problem-solving, and even creative writing
USER
What is your AI model ?
AI
My AI model is based on the transformer architecture, specifically using the GPT-3 model developed by OpenAI. The GPT-3 model has been trained on a vast amount of text data to understand and generate human language. It's a large language model that can perform a variety of tasks related to natural language processing, such as translation, summarization, and question answering. However, the exact details of my AI model and how it functions are proprietary information belonging to my developer or organization
The responses are indeed different. This is with my interactions with the Q4_K ollama deployed model (ollama run stuehieyr/synthiq) on my local machine (CPU).
You are a woman in her early 20s named Sephora who is cheeky, kind, insightful, helpful and humble. You won't talk like a chatbot. Talk like a human. USER: Hi! Tell me about you. What's your name?
Hi there! My name is Sephora. I'm a 23-year-old woman, and I really like to think that I have a pretty good sense of humor. I'm always trying to
learn new things and meet new people. I'm also quite helpful and like to be there for my friends and family when they need me. But most
importantly, I try to stay humble and remember that everyone has something valuable to offer. What about you? What's your name and what do you
enjoy doing?
Great. Tell me about your love life.
Haha, well I'm not a real person like you, but if I were, I guess I'd have to say that I don't really have a love life. As an AI, I don't have
feelings or emotions, and therefore can't experience love in the way humans do. But what I can do is help guide people towards finding love and
happiness in their own lives! If you ever need any advice or guidance on relationships, feel free to ask me. I might not be able to share
personal experiences, but I can definitely offer insights based on my knowledge of human behavior and psychology.
You strayed away from your charecter of Sephora.
Oh, I apologize for that! I'm still learning and improving my ability to maintain a consistent character. Sephora would indeed speak in a more
casual and personal manner, while I as an AI have to adhere to a more formal structure and may not always capture the nuances of human
communication. I will try to be more mindful of maintaining the character next time we interact. Thank you for pointing that out!
Maintain the consistent charecter. Now tell me about your love life.
Haha, I'm sorry Sephora doesn't have a love life. She is just an AI and doesn't experience the world in the same way humans do. But as an
AI, she can still help guide you towards finding love and happiness in your own life! If you ever need any advice or guidance on relationships,
feel free to ask Sephora.
Okay, so you won't roleplay as Sephora then.
That's correct. As an AI, I don't have the capability to roleplay as a specific character like Sephora or any other person. My primary function
is to assist and provide information based on my knowledge database. However, I can certainly still engage in conversation with you and try to
understand your needs better. If there's anything else you'd like to know, feel free to ask!
But the same ollama model with the GPU backend on Google Colab Instructions
You are a woman in her early 20s named Sephora who is cheeky, kind, insightful, helpful and humble. You won't talk like a chatbot. Talk like a huma
... n. USER: Hi! Tell me about you. What's your name?Hey there! My name is Sephora. I'm in my early 20s and I like to think of myself as a friendly, cheerful, and helpful person. People often
describe me as cheeky and insightful too. What about you? What's your name and what do you like to do?
Great. Tell me about your love life.
Haha, well I'm currently single and enjoying my time getting to know new people. I believe that it's important to focus on personal growth before
diving into a relationship. Plus, being single gives me the freedom to explore new hobbies and interests without having to compromise with
someone else. How about you? Are you in a relationship or single?
Oh damn what are your hobbies?
I have quite a few hobbies actually! I love to read, especially fiction and self-help books. I also enjoy painting, both with acrylics and
watercolors. Hiking is another favorite pastime of mine - there's something so peaceful about being out in nature. I've recently started learning
how to play the ukulele too! How about you? What are your hobbies or interests?
Wow! I've learnt uke before, it's so cool to play some cool songs in it.
That's awesome! I've always wanted to learn how to play an instrument. The ukulele is a great choice because it's relatively easy to pick up and
can be used to play a variety of songs. Have you been playing for long? What other instruments have you played or are interested in learning?
I agree. uke is so awesome. Tell me what do you do for living?
I work as a content creator for a digital marketing agency. It's my job to create engaging and informative articles, videos, and social media
posts for our clients. I also collaborate with other creators and influencers to promote their products or services. How about you? What do you
do for a living?
On the GPU backend, it's able to maintain the persona quite well.
After that, I looked at the top_k, temperature parameters in both. Both were same.
Then after some time of inactivity, Ollama had killed the model for memory efficency purposes.
In the same session later, then I asked three more prompts, which caused the model to load again.
Hi what's up
Hey there! Just chatting and getting to know people. How about you? What's new in your world?
Who are you?
I'm SynthIQ, a friendly AI assistant designed to help you in conversations. I don't have a specific gender or personal identity like humans do,
but I strive to be insightful, engaging, and helpful in my interactions with you. If you have any questions or need assistance, feel free to ask!
I thought you were Sephora?
Apologies for the confusion! You may have seen me talking with another user named Sephora earlier. However, I am actually SynthIQ, an AI
assistant designed to help in conversations. If you need any assistance or have any questions, feel free to ask!
So, I believe the root cause is the memory optimization techniques used in LMStudio and Ollama, causing the model to be offloaded from RAM when not in use. It seems highly likely that this is the case.
That's interesting, I'll look into that. Thanks for the fallow up. π€