---
license: apache-2.0

base_model: Qwen/Qwen2.5-7B-Instruct

library_name: llama.cpp

pipeline_tag: text-generation

language:
- de
- en

tags:
- gguf
- qwen2.5
- history
- archaeology
- ancient-texts
- religious-studies
- biblical-studies
- research-assistant
- local-ai
- german
- english
- lm-studio
---

# Chaperon-Sophia-v2

An experimental research assistant for archaeology, history, biblical studies, and ancient texts.

Developed by **Chaperon GmbH** and **Lucas Bischof**, Sophia-v2 demonstrates a complete end-to-end AI workflow including multimodal data processing, document extraction, dataset generation, LoRA fine-tuning, GGUF deployment, and local AI integration.

## Overview

Sophia-v2 is a custom fine-tuned variant of **Qwen2.5-7B-Instruct** designed to explore historical, textual, archaeological, and religious source material through natural conversation.

The project serves both as a technical showcase of Chaperon GmbH's AI capabilities and as a practical proof-of-concept for domain-specific model adaptation.

## Project Goals

This project demonstrates the ability to:

- Process large collections of PDFs
- Extract text from historical documents
- Convert audio and video into training datasets
- Process image-based source material
- Generate structured instruction datasets
- Fine-tune Large Language Models using LoRA
- Merge and deploy custom models
- Publish GGUF models for local inference

## Training Sources

The training process included the preparation and processing of curated material related to:

- CDLI Cuneiform Collections
- ETCSL Translations
- Ancient Mesopotamian Literature
- Biblical Texts
- Apocryphal Literature
- Gnostic Literature
- Gospel of Mary
- Pistis Sophia
- Comparative Religion
- Historical Source Material
- Archaeological Research

The focus of Sophia-v2 is source-oriented exploration and discussion rather than authoritative interpretation.

## Intended Audience

Sophia-v2 may be useful for:

- Archaeology enthusiasts
- History researchers
- Biblical scholars
- Comparative religion communities
- Independent researchers
- Educational projects
- Digital humanities initiatives

## Available Models

### Sophia_v2_q5_K_M.gguf

Recommended version for most users.

Provides an excellent balance between quality, performance, and memory usage.

### Sophia_v2_f16.gguf

Reference-quality version.

Provides maximum fidelity while requiring significantly more storage and memory.

## Technical Specifications

Base Model:

- Qwen/Qwen2.5-7B-Instruct

Training Method:

- Supervised Fine Tuning (SFT)
- LoRA Adaptation
- Model Merge
- GGUF Conversion

Deployment Targets:

- LM Studio
- llama.cpp
- Open WebUI
- KoboldCpp

## Limitations

Sophia-v2 is a language model and may:

- Generate incorrect information
- Misinterpret source material
- Produce inaccurate citations
- Present plausible but incorrect conclusions

Users should verify important claims using primary and scholarly sources.

## About Chaperon GmbH

Sophia-v2 serves as a public demonstration of the capabilities of Chaperon GmbH in:

- Multimodal data processing
- Knowledge extraction
- AI training pipelines
- Custom model development
- Local AI deployment
- Enterprise AI integration

## Credits

Created by:

**Lucas Bischof**  
**Chaperon GmbH**

Base Model:

**Qwen/Qwen2.5-7B-Instruct**

GGUF Conversion:

**llama.cpp**
>>>>>>> 038febb (Improve model card)