Update README.md

README.md

@@ -7,52 +7,59 @@ tags:
 - Theology
 - Jesus
 - Seminary
-- llama-cpp
-- gguf-my-repo
 pipeline_tag: text-generation
-base_model: sleepdeprived3/Reformed-Christian-Bible-Expert-12B
 ---
 
-# sleepdeprived3/Reformed-Christian-Bible-Expert-12B-Q5_K_S-GGUF
-This model was converted to GGUF format from [`sleepdeprived3/Reformed-Christian-Bible-Expert-12B`](https://huggingface.co/sleepdeprived3/Reformed-Christian-Bible-Expert-12B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
-Refer to the [original model card](https://huggingface.co/sleepdeprived3/Reformed-Christian-Bible-Expert-12B) for more details on the model.
+# Reformed Christian Bible Expert
 
-## Use with llama.cpp
-Install llama.cpp through brew (works on Mac and Linux)
+A specialized language model fine-tuned for Reformed theology and biblical studies. Based on `mistralai/Mistral-Nemo-Instruct-2407` for superior theological reasoning with a **128k token context window**.
 
-```bash
-brew install llama.cpp
+## Features
 
-```
-Invoke the llama.cpp server or the CLI.
+- 🕊️ Answers theological questions from a Reformed/Calvinist perspective
+- ✝️ Explains biblical passages with historical-grammatical hermeneutics
+- 🎓 Assists with seminary studies and sermon preparation
+- 💬 Can roleplay as a pastor for counseling scenarios
+- 📜 Inherits 128k context window from base model
 
-### CLI:
-```bash
-llama-cli --hf-repo sleepdeprived3/Reformed-Christian-Bible-Expert-12B-Q5_K_S-GGUF --hf-file reformed-christian-bible-expert-12b-q5_k_s.gguf -p "The meaning to life and the universe is"
-```
+## Usage
 
-### Server:
-```bash
-llama-server --hf-repo sleepdeprived3/Reformed-Christian-Bible-Expert-12B-Q5_K_S-GGUF --hf-file reformed-christian-bible-expert-12b-q5_k_s.gguf -c 2048
+**Chat Template:** Mistral V3 Tekken
+**Recommended Settings:**
+```python
+{
+  "temperature": 0,
+  "top_k": 1,
+  "top_p": 0,
+  "min_p": 0,
+  "repetition_penalty": 1.18
+}
 ```
 
-Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
-
-Step 1: Clone llama.cpp from GitHub.
+**Example Prompt:**
 ```
-git clone https://github.com/ggerganov/llama.cpp
+[INST] Explain the doctrine of justification by faith alone from Romans 3:28 [/INST]
 ```
 
-Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
-```
-cd llama.cpp && LLAMA_CURL=1 make
-```
+## Quantized Formats
 
-Step 3: Run inference through the main binary.
-```
-./llama-cli --hf-repo sleepdeprived3/Reformed-Christian-Bible-Expert-12B-Q5_K_S-GGUF --hf-file reformed-christian-bible-expert-12b-q5_k_s.gguf -p "The meaning to life and the universe is"
-```
-or 
-```
-./llama-server --hf-repo sleepdeprived3/Reformed-Christian-Bible-Expert-12B-Q5_K_S-GGUF --hf-file reformed-christian-bible-expert-12b-q5_k_s.gguf -c 2048
-```
+- **EXL2 Collection**:
+  [Reformed-Christian-Bible-Expert EXL2 Models](https://huggingface.co/collections/sleepdeprived3/reformed-christian-bible-expert-exl2-67ace8acd900c8cadd4c2a4e)
+
+- **GGUF Collection**:
+  [Reformed-Christian-Bible-Expert GGUF Models](https://huggingface.co/collections/sleepdeprived3/reformed-christian-bible-expert-gguf-67ace8b70d16eec807037c6e)
+
+## Training Details
+
+- **Base Model**: `mistralai/Mistral-Nemo-Instruct-2407` (128k context)
+- **Fine-Tuning**: QLoRA on curated Reformed theological texts
+- **License**: Apache 2.0
+
+## Ethical Considerations
+
+This model is designed to:
+- Affirm the authority of Scripture (2 Tim 3:16)
+- Uphold the Westminster Standards
+- Avoid speculative theology
+
+*Soli Deo Gloria*