Update README.md

README.md

@@ -4,17 +4,42 @@ tags:
 - merge
 - mergekit
 - lazymergekit
+- model_stock
+- ZeroXClem-Llama-3.1-8B-AthenaSky-MegaMix
+language:
+- en
+base_model:
+- Pedro13543/mega_blend_model
+- Skywork/Skywork-o1-Open-Llama-3.1-8B
+- Undi95/Meta-Llama-3.1-8B-Claude
+- mergekit-community/good_mix_model_Stock
+- mergekit-community/L3.1-Athena-d-8B
+pipeline_tag: text-generation
+library_name: transformers
 ---
-
 # ZeroXClem-Llama-3.1-8B-AthenaSky-MegaMix
 
-ZeroXClem-Llama-3.1-8B-AthenaSky-MegaMix is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
+## Overview
+**ZeroXClem-Llama-3.1-8B-AthenaSky-MegaMix** is a powerful AI model built through **model stock merging** using **MergeKit**. It brings together some of the best models available on **Hugging Face**, ensuring strong performance in a wide range of NLP tasks, including reasoning, coding, roleplay, and instruction-following.
 
-## 🧩 Configuration
+This model was created by merging high-quality foundational and fine-tuned models to create an optimized **blended architecture** that retains the strengths of each contributing model.
 
-```yaml
-# Merge configuration for ZeroXClem-Llama-3.1-8B-AthenaSky-MegaMix using MODEL STOCK
+## Merge Details
+- **Merge Method:** `model_stock`
+- **Base Model:** [`mergekit-community/L3.1-Athena-d-8B`](https://huggingface.co/mergekit-community/L3.1-Athena-d-8B)
+- **Dtype:** `bfloat16`
+- **Tokenizer Source:** `mergekit-community/L3.1-Athena-d-8B`
+
+## Models Merged
+The following models contributed to this fusion:
+
+- [`Pedro13543/mega_blend_model`](https://huggingface.co/Pedro13543/mega_blend_model) - A well-balanced blend of roleplay and instruction-tuned Llama-3.1 variants.
+- [`Skywork/Skywork-o1-Open-Llama-3.1-8B`](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B) - Optimized for reasoning and slow-thinking capabilities.
+- [`Undi95/Meta-Llama-3.1-8B-Claude`](https://huggingface.co/Undi95/Meta-Llama-3.1-8B-Claude) - Fine-tuned on Claude Opus/Sonnet data, improving response depth and conversational engagement.
+- [`mergekit-community/good_mix_model_Stock`](https://huggingface.co/mergekit-community/good_mix_model_Stock) - A diverse mixture including RP-focused and knowledge-heavy datasets.
 
+## Configuration
+```yaml
 name: ZeroXClem-Llama-3.1-8B-AthenaSky-MegaMix
 base_model: mergekit-community/L3.1-Athena-d-8B
 dtype: bfloat16
@@ -25,4 +50,87 @@ models:
   - model: Undi95/Meta-Llama-3.1-8B-Claude
   - model: mergekit-community/good_mix_model_Stock
 tokenizer_source: mergekit-community/L3.1-Athena-d-8B
-```
+```
+
+## Features & Improvements
+🔹 **Advanced Reasoning & Thoughtfulness** - Thanks to `Skywork-o1` integration, this model excels in logical thinking and problem-solving.
+
+🔹 **Enhanced Conversational Depth** - The inclusion of `Meta-Llama-3.1-8B-Claude` adds better response structuring, making it more engaging in dialogue.
+
+🔹 **Versatile Roleplay & Creativity** - Leveraging `mega_blend_model` and `good_mix_model_Stock`, the model supports immersive roleplaying and storytelling.
+
+🔹 **Strong Instruction Following** - Trained on various instruction datasets to provide clear, informative, and helpful responses.
+
+## Use Cases
+- **Chat & Roleplay** - Supports natural, engaging, and dynamic conversational flow.
+- **Programming & Code Generation** - Provides reliable code completions and debugging suggestions.
+- **Creative Writing** - Generates compelling stories, character dialogues, and immersive text.
+- **Educational Assistance** - Helps explain complex topics and answer academic questions.
+- **Logic & Problem-Solving** - Can handle reasoning-based and structured thought processes.
+
+
+## 🛠 How to Use
+
+### 🔥 Ollama (Quick Inference)
+
+You can run the model using **Ollama** for direct testing:
+
+```bash
+ollama run hf.co/ZeroXClem/Llama-3.1-8B-AthenaSky-MegaMix
+```
+
+### 🤗 Hugging Face Transformers (Python)
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
+import torch
+
+model_name = "ZeroXClem/Llama-3.1-8B-AthenaSky-MegaMix"
+
+# Load tokenizer & model
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(
+    model_name, 
+    torch_dtype=torch.bfloat16, 
+    device_map="auto"
+)
+
+# Initialize text generation pipeline
+text_generator = pipeline(
+    "text-generation",
+    model=model,
+    tokenizer=tokenizer,
+    torch_dtype=torch.bfloat16,
+    device_map="auto"
+)
+
+# Example prompt
+prompt = "Describe the significance of AI ethics in modern technology."
+
+# Generate output
+outputs = text_generator(
+    prompt,
+    max_new_tokens=200,
+    do_sample=True,
+    temperature=0.7,
+    top_k=50,
+    top_p=0.95
+)
+
+print(outputs[0]["generated_text"])
+```
+
+---
+
+## Model Alignment & Ethics
+⚠️ **Uncensored Use**: This model does not apply strict moderation. Users should implement appropriate **safety filters** before deployment.
+
+⚠️ **Responsibility Notice**: You are responsible for the outputs generated by this model. It is recommended to apply **ethical safeguards** and **content moderation** when integrating this model into applications.
+
+📜 **License**: Governed by the **Meta Llama 3.1 Community License Agreement**.
+
+## Feedback & Contributions
+We welcome feedback, bug reports, and performance evaluations! If you find improvements or wish to contribute, feel free to reach out or submit suggestions.
+
+---
+**ZeroXClem Team | 2025**