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

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

sophia / config_projection.py

Commit History

config_projection: PEP 695 generics -> TypeVar/Generic for py311 compatibility

cb4d90c
verified

Arain119 commited on 11 days ago

Sophia 1.0.0 — 1B K3-hybrid Chinese chat model (HF remote-code export + native package)

d53adc9

Arain119 commited on 12 days ago

Commit History

config_projection: PEP 695 generics -> TypeVar/Generic for py311 compatibility cb4d90c verified

Sophia 1.0.0 — 1B K3-hybrid Chinese chat model (HF remote-code export + native package) d53adc9

config_projection: PEP 695 generics -> TypeVar/Generic for py311 compatibility

cb4d90c
verified

Sophia 1.0.0 — 1B K3-hybrid Chinese chat model (HF remote-code export + native package)

d53adc9