Instructions to use maxosai/Beisen-AI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use maxosai/Beisen-AI with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("feature-extraction", model="maxosai/Beisen-AI", trust_remote_code=True)
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("maxosai/Beisen-AI", trust_remote_code=True, dtype="auto")

llama-cpp-python

How to use maxosai/Beisen-AI with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="maxosai/Beisen-AI",
	filename="BeisenAI-1_8B-f16-Chat.gguf",
)

llm.create_chat_completion(
	messages = "\"Today is a sunny day and I will get some ice cream.\""
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use maxosai/Beisen-AI with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf maxosai/Beisen-AI:F16
# Run inference directly in the terminal:
llama-cli -hf maxosai/Beisen-AI:F16

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf maxosai/Beisen-AI:F16
# Run inference directly in the terminal:
llama-cli -hf maxosai/Beisen-AI:F16

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 maxosai/Beisen-AI:F16
# Run inference directly in the terminal:
./llama-cli -hf maxosai/Beisen-AI:F16

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 maxosai/Beisen-AI:F16
# Run inference directly in the terminal:
./build/bin/llama-cli -hf maxosai/Beisen-AI:F16

Use Docker

docker model run hf.co/maxosai/Beisen-AI:F16

LM Studio
Jan
Ollama
How to use maxosai/Beisen-AI with Ollama:
```
ollama run hf.co/maxosai/Beisen-AI:F16
```

Unsloth Studio new

How to use maxosai/Beisen-AI 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 maxosai/Beisen-AI 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 maxosai/Beisen-AI to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for maxosai/Beisen-AI to start chatting

Docker Model Runner
How to use maxosai/Beisen-AI with Docker Model Runner:
```
docker model run hf.co/maxosai/Beisen-AI:F16
```

Lemonade

How to use maxosai/Beisen-AI with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull maxosai/Beisen-AI:F16

Run and chat with the model

lemonade run user.Beisen-AI-F16

List all available models

lemonade list

Beisen-AI / README.md

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