Update README.md

README.md

@@ -1,24 +1,27 @@
----
-base_model:
-- ruslandev/llama-3-8b-samantha
-- MathGenie/MathCoder2-Llama-3-8B
-- nvidia/OpenMath2-Llama3.1-8B
-- NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS
-- TsinghuaC3I/Llama-3.1-8B-UltraMedical
-- tohur/natsumura-storytelling-rp-1.0-llama-3.1-8b
-- Skywork/Skywork-o1-Open-Llama-3.1-8B
-- Undi95/Llama-3-LewdPlay-8B
-- Locutusque/Hercules-6.1-Llama-3.1-8B
-- RefuelAI/Llama-3-Refueled
-- rombodawg/Llama-3-8B-Instruct-Coder
-library_name: transformers
-tags:
-- mergekit
-- merge
-
----
+---
+base_model:
+- ruslandev/llama-3-8b-samantha
+- MathGenie/MathCoder2-Llama-3-8B
+- nvidia/OpenMath2-Llama3.1-8B
+- NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS
+- TsinghuaC3I/Llama-3.1-8B-UltraMedical
+- tohur/natsumura-storytelling-rp-1.0-llama-3.1-8b
+- Skywork/Skywork-o1-Open-Llama-3.1-8B
+- Undi95/Llama-3-LewdPlay-8B
+- Locutusque/Hercules-6.1-Llama-3.1-8B
+- RefuelAI/Llama-3-Refueled
+- rombodawg/Llama-3-8B-Instruct-Coder
+library_name: transformers
+tags:
+- mergekit
+- merge
+license: llama3.1
+---
 # Llamaverse 8B
 
+**A Unified Multidisciplinary Language Model**  
+Llamaverse-3.1-8B-Instruct is a state-of-the-art language model built on the foundation of MathCoder2-Llama-3-8B, pretrained on MathCode-Pile. This dataset, which embeds mathematical reasoning steps in natural language and code, provides a rock-solid foundation for advanced logical reasoning. By merging MathCoder2 with 10 specialized models using the Model Stock merge method, Llamaverse-3.1-8B-Instruct becomes an unparalleled polymath, excelling in mathematics, biomedical diagnostics, storytelling, coding, and more.
+
 This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [MathGenie/MathCoder2-Llama-3-8B](https://huggingface.co/MathGenie/MathCoder2-Llama-3-8B) as a base.
 
 ### Models Merged
@@ -35,6 +38,26 @@ The following models were included in the merge:
 * [RefuelAI/Llama-3-Refueled](https://huggingface.co/RefuelAI/Llama-3-Refueled)
 * [rombodawg/Llama-3-8B-Instruct-Coder](https://huggingface.co/rombodawg/Llama-3-8B-Instruct-Coder)
 
+## **Multidisciplinary Expertise**  
+Llamaverse-3.1-8B-Instruct integrates the strengths of **10 specialized models**, including:  
+1. **ruslandev/llama-3-8b-samantha:** Empathetic and human-like interaction capabilities.  
+2. **nvidia/OpenMath2-Llama3.1-8B:** Advanced mathematical problem-solving.  
+3. **NeverSleep/Llama-3-Lumimaid-8B:** Creative storytelling and roleplay.  
+4. **TsinghuaC3I/Llama-3.1-8B-UltraMedical:** Clinical-grade biomedical insights.  
+5. **tohur/natsumura-storytelling-rp:** Immersive narrative generation.  
+6. **Skywork/Skywork-o1-Open-Llama-3.1-8B:** Reflective reasoning and complex problem-solving.  
+7. **Undi95/Llama-3-LewdPlay-8B:** Unconventional creativity and boundary-pushing dialogue.  
+8. **Locutusque/Hercules-6.1-Llama-3.1-8B:** Expertise in physics, biology, chemistry, and engineering.  
+9. **RefuelAI/Llama-3-Refueled:** Robust NLP capabilities for classification and entity extraction.  
+10. **rombodawg/Llama-3-8B-Instruct-Coder:** Efficient coding and software development.  
+
+## **Ethical Considerations**  
+Llamaverse-3.1-8B-Instruct must be used responsibly. Users should:  
+- Avoid deploying the model in high-stakes scenarios without human oversight.  
+- Be mindful of potential biases and ethical concerns, particularly in sensitive applications.  
+- Use the model’s creative and unconventional capabilities responsibly.
+
+
 ### Configuration
 
 The following YAML configuration was used to produce this model:
@@ -57,4 +80,4 @@ merge_method: model_stock
 base_model: MathGenie/MathCoder2-Llama-3-8B
 dtype: bfloat16
 
-```
+```