Instructions to use Arain119/sophia 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 Arain119/sophia 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 Arain119/sophia:Q4_K_M # Run inference directly in the terminal: llama cli -hf Arain119/sophia:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Arain119/sophia:Q4_K_M # Run inference directly in the terminal: llama cli -hf Arain119/sophia: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 Arain119/sophia:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf Arain119/sophia: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 Arain119/sophia:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf Arain119/sophia:Q4_K_M
Use Docker
docker model run hf.co/Arain119/sophia:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use Arain119/sophia with Ollama:
ollama run hf.co/Arain119/sophia:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use Arain119/sophia with Docker Model Runner:
docker model run hf.co/Arain119/sophia:Q4_K_M
- Lemonade
How to use Arain119/sophia with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Arain119/sophia:Q4_K_M
Run and chat with the model
lemonade run user.sophia-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Arain119
Sophia 1.0.0 — 1B K3-hybrid Chinese chat model (HF remote-code export + native package)
d53adc9 Download generation_config.json from Arain119/sophia: direct link, hf CLI and curl.
- Browser
- Download file 216 Bytes
-
https://huggingface.co/Arain119/sophia/resolve/394c875663ffe708f08ac49e705d826e73de585a/generation_config.json
- Command line
-
hf download hf://Arain119/sophia@394c875663ffe708f08ac49e705d826e73de585a/generation_config.json
-
curl -L -o generation_config.json https://huggingface.co/Arain119/sophia/resolve/394c875663ffe708f08ac49e705d826e73de585a/generation_config.json
216 Bytes
| { | |
| "_from_model_config": true, | |
| "bos_token_id": 2, | |
| "eos_token_id": 3, | |
| "output_attentions": false, | |
| "output_hidden_states": false, | |
| "pad_token_id": 0, | |
| "transformers_version": "5.10.2", | |
| "use_cache": true | |
| } | |