---
license: apache-2.0
tags:
- merge
- model_stock
- Llama3
- Pneuma
- Allades
- storytelling
- roleplaying
- instruction-following
- creative-writing
- reasoning
- long-form-generation
- text-generation
- lazymergekit
- nbeerbower/Llama3.1-Allades-8B
- mergekit-community/L3.1-Pneuma-8B-v1
base_model:
- mergekit-community/L3.1-Pneuma-8B-v1
- nbeerbower/Llama3.1-Allades-8B
pipeline_tag: text-generation
---


# **L3.1-Pneuma-Allades-8B**

**L3.1-Pneuma-Allades-8B** is a unique 8B parameter model, carefully merged using the **della_linear** method to integrate the best qualities of two exceptional models: **L3.1-Pneuma-8B-v1** and **Llama3.1-Allades-8B**. This model is finely tuned to handle advanced tasks in **creative writing**, **reasoning**, **roleplay**, and **instruction-following**.

This model is designed for anyone seeking to enhance AI-assisted storytelling, detailed reasoning, or dynamic interactive dialogues. The combination of the Pneuma and Allades models ensures a well-balanced performance in both technical and creative realms. 🧠✨

---

## 🌐 **Family Tree**

This model is the result of a fusion between the following:

- [**mergekit-community/L3.1-Pneuma-8B-v1**](https://huggingface.co./mergekit-community/L3.1-Pneuma-8B-v1): A comprehensive 8B model designed to excel in logical reasoning and long-form content generation. It was merged with a focus on **instruction-following** and **roleplaying**.
- [**nbeerbower/Llama3.1-Allades-8B**](https://huggingface.co./nbeerbower/Llama3.1-Allades-8B): A finetuned Llama 3.1 model, focused on **creative writing**, **reasoning**, and **roleplay**. Trained with a mix of public and private datasets to push the boundaries of creativity and interaction in AI language models.

---

## 🧬 **Model Lineage**

### **A: mergekit-community/L3.1-Pneuma-8B-v1**

- Designed for advanced **reasoning** tasks, particularly in creative problem solving and interactive roleplay scenarios.
- This model leverages the strength of **instruction-following** tasks with a highly optimized configuration, making it a robust choice for interactive experiences.

### **B: nbeerbower/Llama3.1-Allades-8B**

- Tuned with **creative writing**, **storytelling**, and **dynamic roleplay** in mind.
- It integrates five datasets that focus on reasoning, storytelling, and narrative structure, providing a well-rounded experience for **creative and logical task performance**.

---

## ⚙️ **Merge Details**

The **L3.1-Pneuma-Allades-8B** model was merged using the **della_linear** method, ensuring a balanced integration of the two base models' distinct strengths. Here’s the exact configuration used for the merge:

```yaml
out_dtype: bfloat16
dtype: float32
tokenizer_source: base
merge_method: della_linear
parameters:
  int8_mask: true
  density: 0.5
  epsilon: 0.04
  lambda: 1.05
base_model: nbeerbower/Llama3.1-Allades-8B
models:
  - model: nbeerbower/Llama3.1-Allades-8B
    parameters:
      weight:
        - filter: v_proj
          value: [1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1]
        - filter: o_proj
          value: [1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1]
        - filter: up_proj
          value: [1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1]
        - filter: gate_proj
          value: [1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1]
        - filter: down_proj
          value: [1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1]
        - value: 1
  - model: mergekit-community/L3.1-Pneuma-8B-v1
    parameters:
      weight:
        - filter: v_proj
          value: [0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0]
        - filter: o_proj
          value: [0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0]
        - filter: up_proj
          value: [0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0]
        - filter: gate_proj
          value: [0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0]
        - filter: down_proj
          value: [0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0]
        - value: 0

```

---

## 🔮 **Key Features & Capabilities**

### **1. Instruction Following**:

- **Pneuma's** structure allows this model to excel in **precise instruction-following** tasks, ensuring clear and coherent responses.

### **2. Creative Writing & Storytelling**:

- With **Allades'** fine-tuned datasets, this model is capable of generating detailed and creative narratives, perfect for roleplaying, interactive storytelling, and fantasy creation.

### **3. Dynamic Roleplay**:

- Combining the **reasoning power** of Pneuma with **Allades' focus** on roleplay and creativity, this model can generate interactive, logical, and emotionally-driven dialogues in any roleplay scenario.

---

## 🚀 **Use Cases**

- **Immersive Storytelling**: Whether you’re writing a novel, developing interactive character dialogue, or creating a magical world, this model offers both creativity and structure.
- **Instructional Content**: From educational guides to complex instructional scenarios, this model adapts well to delivering step-by-step processes in a clear and structured format.
- **AI-Assisted Roleplay**: Perfect for game development, NPC dialogues, and other roleplaying applications where both **logic** and **creativity** are required.

---

## 📜 **License**

This model is open-sourced under the **Apache-2.0 License**, allowing free use, modification, and distribution with proper attribution.

---