Instructions to use SulphurAI/Sulphur-2-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use SulphurAI/Sulphur-2-base with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("SulphurAI/Sulphur-2-base", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - llama-cpp-python
How to use SulphurAI/Sulphur-2-base with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="SulphurAI/Sulphur-2-base", filename="prompt_enhancer/mmproj-BF16.gguf", )
llm.create_chat_completion( messages = "\"A young man walking on the street\"" )
- Notebooks
- Google Colab
- Kaggle
- Local Apps
- llama.cpp
How to use SulphurAI/Sulphur-2-base with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf SulphurAI/Sulphur-2-base:BF16 # Run inference directly in the terminal: llama-cli -hf SulphurAI/Sulphur-2-base:BF16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf SulphurAI/Sulphur-2-base:BF16 # Run inference directly in the terminal: llama-cli -hf SulphurAI/Sulphur-2-base:BF16
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 SulphurAI/Sulphur-2-base:BF16 # Run inference directly in the terminal: ./llama-cli -hf SulphurAI/Sulphur-2-base:BF16
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 SulphurAI/Sulphur-2-base:BF16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf SulphurAI/Sulphur-2-base:BF16
Use Docker
docker model run hf.co/SulphurAI/Sulphur-2-base:BF16
- LM Studio
- Jan
- Ollama
How to use SulphurAI/Sulphur-2-base with Ollama:
ollama run hf.co/SulphurAI/Sulphur-2-base:BF16
- Unsloth Studio new
How to use SulphurAI/Sulphur-2-base 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 SulphurAI/Sulphur-2-base 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 SulphurAI/Sulphur-2-base to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for SulphurAI/Sulphur-2-base to start chatting
- Pi new
How to use SulphurAI/Sulphur-2-base with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama-server -hf SulphurAI/Sulphur-2-base:BF16
Configure the model in Pi
# Install Pi: npm install -g @mariozechner/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "SulphurAI/Sulphur-2-base:BF16" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use SulphurAI/Sulphur-2-base with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama-server -hf SulphurAI/Sulphur-2-base:BF16
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default SulphurAI/Sulphur-2-base:BF16
Run Hermes
hermes
- Docker Model Runner
How to use SulphurAI/Sulphur-2-base with Docker Model Runner:
docker model run hf.co/SulphurAI/Sulphur-2-base:BF16
- Lemonade
How to use SulphurAI/Sulphur-2-base with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull SulphurAI/Sulphur-2-base:BF16
Run and chat with the model
lemonade run user.Sulphur-2-base-BF16
List all available models
lemonade list
someone copied your work
Ohh well, it's just duplicated. People generally do that, don't they
A couple people have done this I don't really care because this version has 150k downloads and theres has like 100
It's a Q8 quant, they just didn't bother to fix the model card or add the relationship.
This is normal stuff for Hugging Face, nobody's trying to rip anybody else off.
It's a Q8 quant,
It isn't their quant, that is FusionCow's one of the prompt enhancer
Yeah, it'd only be a ripoff attempt if they did something like changing the Kofi URL.
https://huggingface.co/botp/Sulphur-2-base/commit/ef1e188e841e9e9e4ead45d1e2282899205ceb8d
Okay so yeah they just used a space to duplicate the repo. It also literally backlinks here which I didn't even notice at the time
The copyright-brain involved here is... weird. This is a feature of the site. What it lets you do is experiment with alterations without having control of the original repository. It's like a fork on GitHub.
FusionCow has already said they don't care but I just wanted to like, clarify the misunderstanding that's happened here for the future. Apologies for my tone, I'm not trying to be argumentative, promise ;w;
https://huggingface.co/botp/Sulphur-2-base/commit/ef1e188e841e9e9e4ead45d1e2282899205ceb8d
Okay so yeah they just used a space to duplicate the repo. It also literally backlinks here which I didn't even notice at the time
The copyright-brain involved here is... weird. This is a feature of the site. What it lets you do is experiment with alterations without having control of the original repository. It's like a fork on GitHub.
FusionCow has already said they don't care but I just wanted to like, clarify the misunderstanding that's happened here for the future. Apologies for my tone, I'm not trying to be argumentative, promise ;w;
Yeah, well when I first posted this there was no link back. It was just a copy of what is found here. Nice try tho sport. It's cool though how you can't base something off a timestamp.
https://huggingface.co/botp/Sulphur-2-base/commit/ef1e188e841e9e9e4ead45d1e2282899205ceb8d
Okay so yeah they just used a space to duplicate the repo. It also literally backlinks here which I didn't even notice at the time
The copyright-brain involved here is... weird. This is a feature of the site. What it lets you do is experiment with alterations without having control of the original repository. It's like a fork on GitHub.
FusionCow has already said they don't care but I just wanted to like, clarify the misunderstanding that's happened here for the future. Apologies for my tone, I'm not trying to be argumentative, promise ;w;
You can't copyright a trained model when you aren't the owner of the source model that was used to train it. That's flawed logic. LTX is open-source. Anything trained on it also falls under that same licensing. The same thing goes for Github when some forks your repo.
