Update README.md

README.md

@@ -1,4 +1,3 @@
----
 base_model: unsloth/deepseek-r1-distill-llama-8b-unsloth-bnb-4bit
 tags:
 - text-generation-inference
@@ -11,13 +10,42 @@ license: apache-2.0
 language:
 - en
 ---
+# Uploaded Model
 
-# Uploaded  model
-
-- **Developed by:** doctoria
+- **Developed by:** DoctorIA Medical Solutions
 - **License:** apache-2.0
-- **Finetuned from model :** unsloth/deepseek-r1-distill-llama-8b-unsloth-bnb-4bit
+- **Finetuned from model:** unsloth/deepseek-r1-distill-llama-8b-unsloth-bnb-4bit
+
+Mayar, the virtual doctor assistant for DoctorIA Medical Solutions, an innovative healthcare technology company based in Rabat, Morocco. The model was trained 2x faster using [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library, ensuring efficient and high-quality performance.
+
+## About DoctorIA Medical Solutions
+
+DoctorIA leverages artificial intelligence to enhance radiological diagnostics, improve healthcare access, and reduce disparities in underserved areas of Morocco. Our mission is to provide cutting-edge AI-driven diagnostic tools that empower healthcare professionals and patients alike.
+
+### Key Features of the Model:
+
+- **Automated Medical Image Analysis:** Capable of assisting with inquiries related to X-rays, MRIs, and other medical imaging technologies.
+- **AI-Driven Diagnostic Tools:** Supports clinical reasoning and treatment planning by providing insights derived from advanced AI algorithms.
+- **Healthcare Accessibility Initiatives:** Helps bridge gaps in healthcare access by offering scalable and accessible solutions to underserved populations.
+
+### Important Notes:
+
+- **Professionalism & Clarity:** Responses are crafted to maintain professionalism, clarity, and precision.
+- **Not a Substitute for Medical Advice:** While Mayar provides expert-level information, it does not replace consultations with licensed medical professionals. Always consult a qualified healthcare provider for personalized medical advice.
+- **Not HIPAA Compliant:** This model is currently **not HIPAA compliant** and should not be used in environments where Protected Health Information (PHI) must be safeguarded according to HIPAA regulations.
+- **Not Approved by La CNDP Maroc:** This model has **not been reviewed or approved by La Commission Nationale de Contrôle de la Protection des Données à Caractère Personnel (CNDP)** in Morocco. Therefore, it should not be considered compliant with Moroccan data protection laws regarding personal health data.
+
+### Use Cases:
+
+- **Radiology Support:** Assisting radiologists with preliminary analysis of medical images.
+- **Patient Education:** Providing clear explanations of medical procedures and technologies.
+- **Healthcare Equity:** Supporting initiatives aimed at reducing healthcare disparities in remote or underserved regions of Morocco.
+
+### Compliance Disclaimer:
+
+- **HIPAA Non-Compliance:** The current version of this model is **not HIPAA compliant**, meaning it does not meet the standards required for handling sensitive patient health information in compliance with U.S. regulations.
+- **La CNDP Maroc:** The model has **not been submitted for approval** to La Commission Nationale de Contrôle de la Protection des Données à Caractère Personnel (CNDP) in Morocco, which oversees data protection and privacy. As such, it is not certified for use in contexts requiring strict adherence to Moroccan data protection laws.
 
-This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+For more information about DoctorIA Medical Solutions, please visit our website or contact us directly.
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+---