Update README.md

README.md

@@ -9,52 +9,61 @@ tags:
 - Seminary
 - SBC
 - Protestant
-- llama-cpp
-- gguf-my-repo
 pipeline_tag: text-generation
-base_model: ReadyArt/Baptist-Christian-Bible-Expert-v1.1-24B
+base_model: mistralai/Mistral-Small-24B-Instruct-2501
 ---
 
-# sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-24B-Q5_K_M-GGUF
-This model was converted to GGUF format from [`ReadyArt/Baptist-Christian-Bible-Expert-v1.1-24B`](https://huggingface.co/ReadyArt/Baptist-Christian-Bible-Expert-v1.1-24B) 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/ReadyArt/Baptist-Christian-Bible-Expert-v1.1-24B) for more details on the model.
+# Baptist Christian Bible Expert 24B
 
-## Use with llama.cpp
-Install llama.cpp through brew (works on Mac and Linux)
+A specialized 24B parameter language model fine-tuned for Baptist theology and ministry applications. Based on `mistralai/Mistral-Small-24B-Instruct-2501` with **32k token context window** for comprehensive biblical analysis and multilingual ministry support.
 
-```bash
-brew install llama.cpp
+## Features
 
-```
-Invoke the llama.cpp server or the CLI.
+- 🕊️ Answers theological questions from a Southern Baptist perspective (Baptist Faith & Message 2000)
+- ✝️ Explains Scripture using historical-grammatical interpretation with emphasis on practical application
+- 🌍 Multilingual support for ministry in 10+ languages (English, Spanish, French, Korean, etc.)
+- 🎓 Enhanced agentic capabilities for sermon preparation, Sunday School lessons, and evangelism training
+- 💬 Advanced roleplaying for pastoral counseling and discipleship scenarios
+- 📖 Specializes in Baptist distinctives: believer's baptism, local church autonomy, priesthood of all believers
 
-### CLI:
-```bash
-llama-cli --hf-repo sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-24B-Q5_K_M-GGUF --hf-file baptist-christian-bible-expert-v1.1-24b-q5_k_m.gguf -p "The meaning to life and the universe is"
-```
+## Usage
 
-### Server:
-```bash
-llama-server --hf-repo sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-24B-Q5_K_M-GGUF --hf-file baptist-christian-bible-expert-v1.1-24b-q5_k_m.gguf -c 2048
+**Chat Template:** Mistral V7-Tekken
+**Recommended deterministic samplers for doctrinal accuracy:**
+```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.
+## Quantized Formats
 
-Step 1: Clone llama.cpp from GitHub.
-```
-git clone https://github.com/ggerganov/llama.cpp
-```
+- **EXL2 Collection**:
+  [Southern-Baptist-Bible-Expert-24B EXL2 Models](https://huggingface.co/collections/ReadyArt/baptist-christian-bible-expert-v11-24b-exl2-67b529e02d90dfbfb5480eaa)
 
-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
-```
+- **GGUF Collection**:
+  [Southern-Baptist-Bible-Expert-24B GGUF Models](https://huggingface.co/collections/ReadyArt/baptist-christian-bible-expert-v11-24b-gguf-67b529ee2b2ec6908ff98b66)
 
-Step 3: Run inference through the main binary.
-```
-./llama-cli --hf-repo sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-24B-Q5_K_M-GGUF --hf-file baptist-christian-bible-expert-v1.1-24b-q5_k_m.gguf -p "The meaning to life and the universe is"
-```
-or 
-```
-./llama-server --hf-repo sleepdeprived3/Baptist-Christian-Bible-Expert-v1.1-24B-Q5_K_M-GGUF --hf-file baptist-christian-bible-expert-v1.1-24b-q5_k_m.gguf -c 2048
-```
+## Training Details
+
+- **Base Model**: `mistralai/Mistral-Small-24B-Instruct-2501` (32k context)
+- **Fine-Tuning**: QLoRA on SBC doctrine
+- **License**: Apache 2.0
+
+## Key Capabilities
+- **Multilingual Ministry Support**
+- **Advanced Function Calling**
+- **Biblical Accuracy**
+
+## Ethical Considerations
+
+This model is designed to:
+- Maintain strict fidelity to the Baptist Faith & Message 2000
+- Promote biblical inerrancy and sufficiency of Scripture
+- Support but never replace local church leadership and pastoral counsel
+
+*For the Glory of God and the Advancement of His Kingdom*