README.md

---
base_model: ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- kotyKD/Llama3.1-Hermes3-SuperNovaLite-merged-with-base-8B
- djuna/L3.1-Purosani-2-8B
- llama-cpp
- gguf-my-repo
---

# ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B-Q4_0-GGUF
This model was converted to GGUF format from [`ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B`](https://huggingface.co./ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co./spaces/ggml-org/gguf-my-repo) space.
Refer to the [original model card](https://huggingface.co./ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B) for more details on the model.

## Use with LMStudio or llama.cpp
Install LMStudio through their website: [`LM Studio`](https://lmstudio.ai/)
or
Install llama.cpp through their instructions on Github (works on Mac and Linux) [`Llama.cpp Usage`](https://github.com/ggerganov/llama.cpp/blob/master/README.md#usage)

# Original Model Card:

**ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B** is a cutting-edge merged model that blends the best features of two highly optimized architectures to create an **advanced**, **adaptive**, and **powerful** model. Whether for scientific research, complex instruction-following, or immersive roleplay scenarios, this model excels at every task it’s thrown into.

## 🌟 Family Tree

This model is a merger of the following:

- [**kotyKD/Llama3.1-Hermes3-SuperNovaLite-merged-with-base-8B**](https://huggingface.co./kotyKD/Llama3.1-Hermes3-SuperNovaLite-merged-with-base-8B)
- [**djuna/L3.1-Purosani-2-8B**](https://huggingface.co./djuna/L3.1-Purosani-2-8B)

These parent models are themselves the result of **complex merges** of various high-performance models, making ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B a **super hybrid** capable of handling diverse tasks with efficiency and finesse.

## 🌳 Model Family Genealogy

[View the ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B Model Family Genealogy](https://imgur.com/a/oXMwVAj)

This image represents the complex lineage of our model, showcasing its rich heritage and the diverse range of capabilities it inherits from its ancestors.

## 🧬 Detailed Model Lineage

### **A: kotyKD/Llama3.1-Hermes3-SuperNovaLite-merged-with-base-8B**

Merged using the **TIES merge method**, this model utilizes **unsloth/Meta-Llama-3.1-8B** as its base, combining:

- **arcee-ai/Llama-3.1-SuperNova-Lite**: A distilled 8B parameter version of the **Llama-3.1-405B-Instruct** model, designed to maintain high performance while minimizing resource consumption. Its training, via **EvolKit**, offers instruction-following precision and domain-specific adaptability.
- **NousResearch/Hermes-3-Llama-3.1-8B**: Known for its robustness, this model enhances long-range contextual understanding, making it ideal for complex, multi-layered tasks.

### **B: djuna/L3.1-Purosani-2-8B**

This merge incorporates:

- **hf-100/Llama-3-Spellbound-Instruct-8B-0.3**
- **arcee-ai/Llama-3.1-SuperNova-Lite**
- **grimjim/Llama-3-Instruct-abliteration-LoRA-8B**
- **THUDM/LongWriter-llama3.1-8B**, capable of generating over **10,000 words** in one pass, making it perfect for long-form content generation.

Further contributors include **ResplendentAI/Smarts_Llama3** and **djuna/L3.1-Suze-Vume-2-calc**, making this model highly adaptable to a broad range of applications.

## 🛠️ Merge Details

The model was merged using the **della merge method** with **kromeurus/L3.1-Aglow-Vulca-v0.1-8B** as the base. This method, combined with the following models, ensures both **precision** and **adaptability**:

- **djuna/L3.1-Noraian**
- **Casual-Autopsy/L3-Super-Nova-RP-8B**
- **TheDrummer/Llama-3SOME-8B-v2**
- **djuna/L3.1-ForStHS**
- **Blackroot/Llama-3-8B-Abomination-LORA**

## 🔧 Technical Configuration

The merging process used advanced methods to ensure smooth integration and consistent performance across various tasks:

```yaml
slices:
  - sources:
      - model: kotyKD/Llama3.1-Hermes3-SuperNovaLite-merged-with-base-8B
        layer_range: [0, 32]
      - model: djuna/L3.1-Purosani-2-8B
        layer_range: [0, 32]
merge_method: slerp
base_model: djuna/L3.1-Purosani-2-8B
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: bfloat16

```

## 🎯 Extended Support for Roleplay & Immersive Storytelling

**ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B** has been optimized for **extended roleplay support**, making it an exceptional choice for **interactive storytelling** and **deep character development**. With its ability to understand long-form context and generate cohesive responses over extensive interactions, this model excels in:

- **Character-driven interactions**: Develop rich, nuanced personalities that respond in believable and engaging ways.
- **World-building & Lore creation**: Create vast, interconnected universes with intricate lore, all generated in real-time.
- **Dynamic NPC dialogues**: Use the model to generate complex, reactive conversations for game NPCs, offering a fluid, immersive experience for players.

## 🚀 Key Features & Capabilities

### **Advanced Roleplay and Long-Form Content Generation**

With models like **THUDM/LongWriter-llama3.1-8B** contributing their expertise, this model is perfect for generating **long-form narratives** while maintaining coherence and creativity.

### **Instruction Following & Task Adaptability**

Combining the capabilities of **Hermes** and **SuperNovaLite**, this model can efficiently follow detailed instructions, making it ideal for:

- **Task automation**
- **Virtual assistants**
- **Research generation**

### **Efficiency Without Compromise**

Distilled models like **SuperNovaLite** ensure that this model delivers high performance without the extensive resource requirements of larger models.

## 🎯 Use Case & Applications

- **Roleplay & Interactive Storytelling**: The perfect companion for storytellers, RPG enthusiasts, and game developers. Whether crafting dynamic NPC interactions or generating deep, immersive worlds, this model can handle it all.
- **Instruction-based AI**: With enhanced instruction-following abilities, this model is ideal for developing intelligent assistants or chatbots that require high accuracy and quick adaptability.
- **Long-Form Writing**: From novels to research papers, this model can generate lengthy, well-structured content with ease, thanks to its extensive training on long-form data.

## 📜 License

This model is open-sourced under the **Apache-2.0 License**, allowing others to use and modify it freely, as long as they give proper attribution.

## 💡 Tags

- merge
- mergekit
- lazymergekit
- Hermes3
- SuperNovaLite
- Purosani
- Llama3.1
- kotyKD/Llama3.1-Hermes3-SuperNovaLite-merged-with-base-8B
- djuna/L3.1-Purosani-2-8B
- instruction-following
- long-form-generation
- roleplay
- storytelling