Instructions to use sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF",
	filename="baptist-christian-bible-expert-v1.1-12b-q4_k_m.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": "What is the capital of France?"
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-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 sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-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 sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M

Use Docker

docker model run hf.co/sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M

Ollama
How to use sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF with Ollama:
```
ollama run hf.co/sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M
```

Unsloth Studio

How to use sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF 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 sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF 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 sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF to start chatting

How to use sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M

Run Hermes

hermes

Atomic Chat new
Docker Model Runner
How to use sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF with Docker Model Runner:
```
docker model run hf.co/sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M
```

Lemonade

How to use sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF-Q4_K_M

List all available models

lemonade list

Southern Baptist Bible Expert

A specialized language model fine-tuned for Southern Baptist theology and ministry applications. Based on mistralai/Mistral-Nemo-Instruct-2407 with 128k token context window for comprehensive biblical analysis.

Features

🕊️ Answers theological questions from a Southern Baptist perspective (Baptist Faith & Message 2000)
✝️ Explains Scripture using historical-grammatical interpretation with emphasis on practical application
🎓 Assists with sermon preparation, Sunday School lessons, and evangelism training
💬 Roleplays as a Baptist pastor for counseling and discipleship scenarios
📖 Specializes in Baptist distinctives: believer's baptism, local church autonomy, priesthood of all believers

FULL SETTINGS and an optional Pastor character card:

Link to Full Settings and Optional Character

Chat Template: Mistral V3 Tekken
Recommended deterministic sampler for maximum Biblical accuracy:

{
  "temperature": 0,
  "top_k": 1,
  "dry_multiplier": 0.01,
}

Example Prompts:

[INST] Prepare an expository sermon outline on John 3:16 emphasizing evangelism [/INST]

[INST] How should a church handle church discipline? [/INST]

Quantized Formats

EXL2 Collection: Southern-Baptist-Bible-Expert EXL2 Models
GGUF Collection: Southern-Baptist-Bible-Expert GGUF Models

Training Details

Base Model: mistralai/Mistral-Nemo-Instruct-2407 (128k context)
Fine-Tuning: QLoRA on SBC doctrinal documents, sermon archives, and Baptist theological works
License: Apache 2.0

Ethical Considerations

This model is designed to:

Maintain fidelity to the Baptist Faith & Message 2000
Promote biblical inerrancy and sufficiency
Support local church ministry rather than replace pastoral counsel

For the Glory of God and the Advancement of His Kingdom

Downloads last month: 4

GGUF

Model size

12B params

Architecture

llama

Hardware compatibility

4-bit

Collection including sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-12B-Q4_K_M-GGUF

Baptist-Christian-Bible-Expert-v1.1-12B_GGUF

Collection

A specialized language model fine-tuned for Christian theology and biblical studies. • 5 items • Updated Feb 17, 2025 • 2