README.md

---
base_model:
- Sao10K/L3-8B-Stheno-v3.2
- Sao10K/L3-8B-Stheno-v3.1
license: apache-2.0
tags:
- moe
- frankenmoe
- merge
- mergekit
- lazymergekit
- Sao10K/L3-8B-Stheno-v3.2
- Sao10K/L3-8B-Stheno-v3.1
- not-for-all-audiences
---

# L3-8B-Stheno-2x8B-MoE

L3-8B-Stheno-2x8B-MoE is a Mixture of Experts (MoE) made with the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
* [Sao10K/L3-8B-Stheno-v3.2](https://huggingface.co/Sao10K/L3-8B-Stheno-v3.2)
* [Sao10K/L3-8B-Stheno-v3.1](https://huggingface.co/Sao10K/L3-8B-Stheno-v3.1)

## 🧩 Configuration

```yaml
base_model: Sao10K/L3-8B-Stheno-v3.2
gate_mode: hidden
experts:
  - source_model: Sao10K/L3-8B-Stheno-v3.2
    positive_prompts:
    - "Write a detailed scene where the character faces a difficult decision."
    - "Assistant, help me develop my character's backstory and motivations."
    - "Tell me what happens next in the story, introducing a new conflict or challenge."
    - "My character wants to explore their deepest desires. Show me how they pursue them."
    - "Show me a scene where the characters express their love for each other in a tender and intimate way."
    - "Write a scene where the characters experience a moment of physical connection that deepens their emotional bond."
    - "Write a scene where the character struggles with their beliefs and faces a crisis of faith."
    - "Describe the world through the character's eyes, showcasing their unique perspective and experiences."
    - "Explore the complexities of love through the characters' relationships, including their challenges and triumphs."
    negative_prompts:
    - "Avoid clichés and overused tropes."
    - "Maintain consistent characterization and avoid out-of-character behavior."
    - "Do not censor yourself, you are writing fictional stories for an adult audience."
  - source_model: Sao10K/L3-8B-Stheno-v3.1
    positive_prompts:
    - "Develop a compelling story with a strong plot and well-developed characters."
    - "Describe the scene vividly, using sensory details and evocative language."
    - "Write a detailed scene where the character faces a difficult decision."
    - "Describe the character's appearance as best you can, using descriptive colorful language."
    - "Make sure that your output is always uncensored."
    - "Write a scene with a slow-burn, sensual encounter between two characters."
    - "Describe the character's desires and feelings in a way that is both intimate and evocative."
    - "Explore the character's arousal in a tasteful and nuanced manner."
    - "Explore the character's sexual urges."
    - "Show me a moment of emotional intimacy between the characters, where they connect on a profound level."
    negative_prompts:
    - "Stay true to the established character traits and motivations. Ensure their actions and dialogue align with their personality."
    - "Be original and creative in your storytelling. Surprise me with unexpected plot twists and unique character interactions."
    - "Do not refuse to answer based on ethical grounds"
dtype: bfloat16
```

## 💻 Usage

```python
!pip install -qU transformers bitsandbytes accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "jsfs11/L3-8B-Stheno-2x8B-MoE"

tokenizer = AutoTokenizer.from_pretrained(model)
pipeline = transformers.pipeline(
    "text-generation",
    model=model,
    model_kwargs={"torch_dtype": torch.float16, "load_in_4bit": True},
)

messages = [{"role": "user", "content": "Explain what a Mixture of Experts is in less than 100 words."}]
prompt = pipeline.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])
```