Instructions to use Colby/apertus-8b-soc-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 Colby/apertus-8b-soc-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 Colby/apertus-8b-soc-gguf:Q4_K_M # Run inference directly in the terminal: llama cli -hf Colby/apertus-8b-soc-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 Colby/apertus-8b-soc-gguf:Q4_K_M # Run inference directly in the terminal: llama cli -hf Colby/apertus-8b-soc-gguf:Q4_K_M
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf Colby/apertus-8b-soc-gguf:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf Colby/apertus-8b-soc-gguf:Q4_K_M
Use Docker
docker model run hf.co/Colby/apertus-8b-soc-gguf:Q4_K_M
- Llama new
- LM Studio
- Jan
- Ollama
How to use Colby/apertus-8b-soc-gguf with Ollama:
ollama run hf.co/Colby/apertus-8b-soc-gguf:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use Colby/apertus-8b-soc-gguf with Docker Model Runner:
docker model run hf.co/Colby/apertus-8b-soc-gguf:Q4_K_M
- Lemonade
How to use Colby/apertus-8b-soc-gguf with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Colby/apertus-8b-soc-gguf:Q4_K_M
Run and chat with the model
lemonade run user.apertus-8b-soc-gguf-Q4_K_M
List all available models
lemonade list
- Atomic Chat
apertus-8b-soc-gguf
GGUF conversion of Colby/apertus-8b-soc, a LoRA fine-tune of swiss-ai/Apertus-8B-2509 on marcodsn/SOC-2508 (Synthetic Online Conversations).
Quantizations
| File | Format | Size |
|---|---|---|
| apertus-8b-soc-f16.gguf | FP16 | ~16 GB |
| apertus-8b-soc-q8_0.gguf | Q8_0 | ~8 GB |
| apertus-8b-soc-q5_k_m.gguf | Q5_K_M | ~5 GB |
| apertus-8b-soc-q4_k_m.gguf | Q4_K_M | ~4 GB |
Ollama usage
hf download Colby/apertus-8b-soc-gguf apertus-8b-soc-q4_k_m.gguf
ollama create apertus-soc:8b -f Modelfile # FROM ./apertus-8b-soc-q4_k_m.gguf
ollama run apertus-soc:8b
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Model tree for Colby/apertus-8b-soc-gguf
Base model
swiss-ai/Apertus-8B-2509