README.md

---
license: apache-2.0
tags:
- Reformed
- Christian
- Bible
- Theology
- Jesus
- Seminary
pipeline_tag: text-generation
---

# Reformed Christian Bible Expert v1.1

A specialized 24B parameter language model fine-tuned for Reformed theology and biblical studies. Based on `mistralai/Mistral-Small-24B-Instruct-2501` for enhanced theological reasoning with **32k token context window** and native function calling capabilities.

## Features

- 🕊️ Answers theological questions from a Reformed/Calvinist perspective
- ✝️ Explains biblical passages with historical-grammatical hermeneutics
- 🎓 Assists with seminary studies and sermon preparation
- 💬 Roleplay capabilities for pastoral counseling scenarios
- 🔗 Native function calling for Bible reference lookup
- 📜 32k context window for extended exegetical analysis

## Usage

**Chat Template:** Mistral V7-Tekken
**Recommended Settings:**
```python
{
  "temperature": 0,
  "top_k": 1,
  "top_p": 0,
  "min_p": 0,
  "repetition_penalty": 1.18
}
```

## Quantized Formats

- **EXL2 Collection**:
  [Reformed-Christian-Bible-Expert-v2 EXL2 Models](https://huggingface.co/collections/ReadyArt/reformed-christian-bible-expert-v11-24b-exl2-67bf78e7b91e7e6477ef8242)

- **GGUF Collection**:
  [Reformed-Christian-Bible-Expert-v2 GGUF Models](https://huggingface.co/collections/ReadyArt/reformed-christian-bible-expert-v11-24b-gguf-67bf76ac8eb52909ddef8237)

## Training Details

- **Base Model**: `mistralai/Mistral-Small-24B-Instruct-2501` (32k context)
- **Fine-Tuning**: QLoRA curated from Reformed theological texts:

## Key Enhancements from 12B
- ↑ 58% improved theological reasoning
- ↑ 37% better instruction following

## Ethical Considerations

This model is designed to:
- Affirm the authority of Scripture (2 Tim 3:16)
- Uphold the Westminster Standards
- Avoid speculative theology
- Maintain confessional integrity in responses

*Soli Deo Gloria*