Instructions to use XythicK/Osmosis-Structure-0.6B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use XythicK/Osmosis-Structure-0.6B-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 XythicK/Osmosis-Structure-0.6B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf XythicK/Osmosis-Structure-0.6B-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 XythicK/Osmosis-Structure-0.6B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf XythicK/Osmosis-Structure-0.6B-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 XythicK/Osmosis-Structure-0.6B-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf XythicK/Osmosis-Structure-0.6B-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 XythicK/Osmosis-Structure-0.6B-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf XythicK/Osmosis-Structure-0.6B-GGUF:Q4_K_M
Use Docker
docker model run hf.co/XythicK/Osmosis-Structure-0.6B-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use XythicK/Osmosis-Structure-0.6B-GGUF with Ollama:
ollama run hf.co/XythicK/Osmosis-Structure-0.6B-GGUF:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use XythicK/Osmosis-Structure-0.6B-GGUF with Docker Model Runner:
docker model run hf.co/XythicK/Osmosis-Structure-0.6B-GGUF:Q4_K_M
- Lemonade
How to use XythicK/Osmosis-Structure-0.6B-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull XythicK/Osmosis-Structure-0.6B-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Osmosis-Structure-0.6B-GGUF-Q4_K_M
List all available models
lemonade list
- Atomic Chat
π§ Osmosis-Structure 0.6B (GGUF)
Osmosis-Structure 0.6B is a lightweight language model optimized for inference using the GGUF format. It's suitable for edge deployment, research, and low-resource environments.
π¦ Model Overview
- Model Size: 0.6 Billion parameters
- Quantization: Q4_K_M
- Format: GGUF
- Tokenizer: SentencePiece (
tokenizer.model) - Usage: Optimized for fast inference with low memory requirements
π§° How to Use
This model is in GGUF format, which is supported by:
Example command using llama.cpp:
./main -m Osmosis-Structure-0.6B-Q4_K_M.gguf -p "Explain the structure of a water molecule."
π Files Included
Osmosis-Structure-0.6B-Q4_K_M.gguftokenizer.modelREADME.md
β οΈ License & Usage
Please review the included license file (if any) for usage terms. This model is provided for educational and research purposes.
β¨ Maintained by
Model hosted by XythicK
Powered by open-source magic β‘
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Base model
osmosis-ai/Osmosis-Structure-0.6B