Add README

README.md

@@ -1,78 +1,20 @@
 ---
-language:
-- en
-license: apache-2.0
 tags:
-- medical
-- clinical
-- mistral
 - gguf
+- llama.cpp
 - unsloth
-- lora
-base_model: mistralai/Mistral-Nemo-Base-2407
----
-
-# 🩺 Rapha — Clinical AI Physician Assistant (GGUF)
-
-**Rapha** is a clinical AI assistant fine-tuned on **Mistral-Nemo-12B** using Unsloth.  
-It performs forward-chaining medical reasoning — gathering symptoms conversationally,  
-reasoning step by step, and escalating structured findings to a physician.
-
-> ⚠️ Rapha is a research prototype. It does not diagnose. All outputs must be reviewed by a qualified medical professional.
-
----
-
-## 🚀 Quickstart
-
-### Ollama
-```bash
-ollama run hf.co/Phora68/rapha
-```
-
-### llama.cpp
-```bash
-./llama-cli -m rapha-q4_k_m.gguf \
-  --chat-template mistral \
-  -p "I've been having chest pain and shortness of breath for two days." \
-  -n 512
-```
-
-### Python (llama-cpp-python)
-```python
-from llama_cpp import Llama
-
-llm = Llama(
-    model_path = "rapha-q4_k_m.gguf",
-    n_ctx      = 2048,
-    n_gpu_layers = -1,   # use all GPU layers
-)
-
-response = llm.create_chat_completion(messages=[
-    {"role": "user", "content": "I've had a persistent headache for three days and I'm really worried."}
-])
-print(response["choices"][0]["message"]["content"])
-```
 
 ---
 
-## 📊 Model Details
-
-| Property | Value |
-|---|---|
-| **Base model** | `mistralai/Mistral-Nemo-Base-2407` |
-| **Fine-tuning** | QLoRA (r=64, α=16) via Unsloth |
-| **Quantisation** | Q4_K_M |
-| **Context length** | 2048 tokens |
-| **Training format** | ShareGPT |
-| **Chat template** | Mistral `[INST]` |
-| **Domain** | Clinical / Medical triage |
-| **Dataset** | 200,000 samples (170k train / 20k val / 10k test) |
+# rapha : GGUF
 
----
+This model was finetuned and converted to GGUF format using [Unsloth](https://github.com/unslothai/unsloth).
 
-## ⚠️ Limitations
+**Example usage**:
+- For text only LLMs:    `llama-cli -hf Phora68/rapha --jinja`
+- For multimodal models: `llama-mtmd-cli -hf Phora68/rapha --jinja`
 
-- Not a medical device
-- Does not provide diagnoses
-- Must be reviewed by a qualified clinician
-- Not validated for clinical deployment
+## Available Model files:
+- `merged.Q4_K_M.gguf`
+This was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth)
+[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)