Update README.md

README.md

@@ -2,17 +2,33 @@
 license: apache-2.0
 tags:
 - merge
-- mergekit
-- lazymergekit
+- model_stock
+- technical-assistance
+- code-generation
+- mathematics
+- structured-output
+- roleplaying
+- instruction-following
+- long-form-generation
+base_model:
+- ValiantLabs/Llama3.1-8B-ShiningValiant2
 - ValiantLabs/Llama3.1-8B-Cobalt
+- ValiantLabs/Llama3.1-8B-Fireplace2
+- ValiantLabs/Llama3.1-8B-Enigma
+
 ---
 
-# ZeroXClem/Llama3.1-8B-Titanium-Forge
+# **Llama3.1-8B-Titanium-Forge**
+
+**Llama3.1-8B-Titanium-Forge** is a robust, multi-disciplinary large language model (LLM) designed for a wide range of technical and creative applications. The model merges the most powerful elements from **ShiningValiant2**, **Cobalt**, **Fireplace2**, and **Enigma**, resulting in an exceptionally versatile system that excels in general-purpose reasoning, structured outputs, code generation, and immersive conversations.
+
+This model's goal is to blend high-level technical knowledge, including advanced mathematics and programming, with rich conversational abilities and structured data outputs.
+
+---
 
-ZeroXClem/Llama3.1-8B-Titanium-Forge is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
-* [ValiantLabs/Llama3.1-8B-Cobalt](https://huggingface.co/ValiantLabs/Llama3.1-8B-Cobalt)
+## **🛠️ Model Merge Details**
 
-## 🧩 Configuration
+This model was created using the **model_stock merge method**, balancing contributions from all source models across the full range of its layers. This ensures that **Titanium Forge** retains a well-rounded skillset, including technical expertise, mathematical prowess, conversational skills, and more.
 
 ```yaml
 base_model: ValiantLabs/Llama3.1-8B-ShiningValiant2
@@ -30,4 +46,62 @@ slices:
       model: ValiantLabs/Llama3.1-8B-ShiningValiant2
 out_dtype: bfloat16
 
-```
+```
+
+---
+
+## **🔍 Key Features & Capabilities**
+
+### **1. Conversational Mastery:**
+
+Powered by **Shining Valiant 2**, the model is optimized for engaging, friendly conversations with a focus on insight and knowledge. It’s perfect for a wide range of conversational agents and interactive systems.
+
+### **2. Mathematics & Structured Reasoning:**
+
+Thanks to **Cobalt**, this model excels in **mathematical reasoning** and structured problem-solving. Whether solving complex equations or breaking down logical problems, **Titanium Forge** is equipped for precision and clarity.
+
+### **3. Enhanced Technical & Code Capabilities:**
+
+Incorporating **Enigma**, this model shines in **code generation** and technical instruction. It’s particularly adept at explaining programming concepts, generating high-quality code, and responding to technical queries.
+
+### **4. Structured Output & Data Handling:**
+
+With the contributions of **Fireplace2**, this model can generate structured outputs like **SQL queries, JSON objects, and even data visualizations**. This makes it ideal for use cases where structured data handling is essential.
+
+---
+
+## **🚀 Use Cases**
+
+- **Technical Assistance**: Provide advanced technical support and guidance in areas like software development, debugging, and hardware.
+- **Educational Support**: Assist students or professionals in learning complex subjects such as mathematics, science, and programming.
+- **Conversational Agents**: Deploy as an intelligent assistant that can engage users with deep, insightful discussions and helpful responses.
+- **Data Science & Analysis**: Use for generating structured outputs like SQL queries, JSON data, or even generating data visualizations for analysis tasks.
+- **Creative Writing**: Leverage its storytelling capabilities to create rich narratives and engage in roleplaying scenarios.
+
+---
+
+## **🌟 Source Models**
+
+### **A: ValiantLabs/Llama3.1-8B-ShiningValiant2**
+
+- Optimized for general chat, technical support, and structured reasoning, Shining Valiant 2 adds personality, enthusiasm, and a strong grasp of scientific topics.
+
+### **B: ValiantLabs/Llama3.1-8B-Cobalt**
+
+- A math-instruct model built for advanced mathematical reasoning and structured problem-solving, perfect for technical tasks that require precision.
+
+### **C: ValiantLabs/Llama3.1-8B-Fireplace2**
+
+- Specializes in structured data outputs, including function calls, SQL queries, and JSON formatting, providing flexibility for technical and data-driven conversations.
+
+### **D: ValiantLabs/Llama3.1-8B-Enigma**
+
+- A code-instruct model designed for software development and technical explanations, Enigma adds depth to the model’s programming and coding capabilities.
+
+---
+
+## **📜 License**
+
+This model is open-sourced under the **Apache-2.0 License**, allowing free use, modification, and distribution with proper attribution.
+
+---