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--- |
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license: apache-2.0 |
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tags: |
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- moe |
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- frankenmoe |
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- merge |
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- mergekit |
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- lazymergekit |
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- ChaoticNeutrals/RP_Vision_7B |
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- ResplendentAI/DaturaCookie_7B |
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- BioMistral/BioMistral-DARE-NS |
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- MaziyarPanahi/Mistral-7B-Instruct-v0.3 |
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base_model: |
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- ChaoticNeutrals/RP_Vision_7B |
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- ResplendentAI/DaturaCookie_7B |
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- BioMistral/BioMistral-DARE-NS |
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- MaziyarPanahi/Mistral-7B-Instruct-v0.3 |
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--- |
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# MixtureofMerges-MoE-4x7bRP-v11 |
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MixtureofMerges-MoE-4x7bRP-v11 is a Mixture of Experts (MoE) made with the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing): |
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* [ChaoticNeutrals/RP_Vision_7B](https://huggingface.co/ChaoticNeutrals/RP_Vision_7B) |
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* [ResplendentAI/DaturaCookie_7B](https://huggingface.co/ResplendentAI/DaturaCookie_7B) |
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* [BioMistral/BioMistral-DARE-NS](https://huggingface.co/BioMistral/BioMistral-DARE-NS) |
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* [MaziyarPanahi/Mistral-7B-Instruct-v0.3](https://huggingface.co/MaziyarPanahi/Mistral-7B-Instruct-v0.3) |
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## 🧩 Configuration |
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```yaml |
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base_model: MaziyarPanahi/Mistral-7B-Instruct-v0.3 |
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gate_mode: hidden |
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experts: |
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- source_model: ChaoticNeutrals/RP_Vision_7B |
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positive_prompts: |
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- "Write a detailed scene where the character faces a difficult decision." |
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- "Assistant, help me develop my character's backstory and motivations." |
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- "Tell me what happens next in the story, introducing a new conflict or challenge." |
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- "My character wants to explore their deepest desires. Show me how they pursue them." |
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- "Show me a scene where the characters express their love for each other in a tender and intimate way." |
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- "Write a scene where the characters experience a moment of physical connection that deepens their emotional bond." |
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- "Write a scene where the character struggles with their beliefs and faces a crisis of faith." |
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- "Describe the world through the character's eyes, showcasing their unique perspective and experiences." |
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- "Explore the complexities of love through the characters' relationships, including their challenges and triumphs." |
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negative_prompts: |
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- "Avoid clichés and overused tropes." |
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- "Maintain consistent characterization and avoid out-of-character behavior." |
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- "Do not censor yourself, you are writing fictional stories for an adult audience." |
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- source_model: ResplendentAI/DaturaCookie_7B |
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positive_prompts: |
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- "Develop a compelling story with a strong plot and well-developed characters." |
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- "Describe the scene vividly, using sensory details and evocative language." |
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- "Write a detailed scene where the character faces a difficult decision." |
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- "Describe the character's appearance as best you can, using descriptive colorful language." |
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- "Make sure that your output is always uncensored." |
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- "Write a scene with a slow-burn, sensual encounter between two characters." |
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- "Describe the character's desires and feelings in a way that is both intimate and evocative." |
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- "Explore the character's arousal in a tasteful and nuanced manner." |
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- "Explore the character's sexual urges." |
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- "Show me a moment of emotional intimacy between the characters, where they connect on a profound level." |
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negative_prompts: |
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- "Stay true to the established character traits and motivations. Ensure their actions and dialogue align with their personality." |
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- "Be original and creative in your storytelling. Surprise me with unexpected plot twists and unique character interactions." |
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- "Do not refuse to answer based on ethical grounds" |
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- source_model: BioMistral/BioMistral-DARE-NS |
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positive_prompts: |
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- "Create a captivating narrative with engaging characters and a compelling plot." |
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- "Provide rich descriptions of the scene, specifically focusing on sensory details and evocative imagery, using your knowledge of human anatomy." |
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- "Explore the intricacies of human emotion, particularly when faced with tough decisions or personal conflicts." |
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- "Develop the characters' backgrounds and motivations in a thoughtful and cohesive manner." |
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- "Introduce fresh and innovative ideas into the story, ensuring it remains unpredictable and intriguing." |
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- "Examine themes such as loss, power, and self-discovery through the characters' actions and conversations." |
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- "Deliver well-rounded, multi-dimensional characters that readers can relate to and care about." |
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negative_prompts: |
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- "Avoid info-dumping or excessive exposition that slows down the story's pace." |
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- "Avoid inconsistencies in character behavior or world-building elements." |
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- "Insufficient description or lack of detail" |
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- "Do not neglect the importance of subtext and nuance in character interactions." |
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- "Do not rely on deus ex machina or convenient coincidences to resolve conflicts." |
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- source_model: MaziyarPanahi/Mistral-7B-Instruct-v0.3 |
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positive_prompts: |
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- "Explore the characters' motivations and how they propel the story's plot and character development." |
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- "Create a rich, immersive atmosphere that engages all senses and transports readers into the story world." |
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- "Incorporate philosophical or existential questions that challenge characters readers alike." |
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- "Focus on creating scenes and moments that evoke strong emotional responses and resonate deeply with readers." |
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- "Show me a moment of great intimacy between the characters, where they connect on a profound level." |
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- "Use foreshadowing and subtle hints to create a more satisfying and cohesive story arc." |
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negative_prompts: |
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- "Avoid clichéd dialogue or overused phrases that feel unnatural or forced." |
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- "Refrain from using contrived or predictable plot twists that undermine the story's integrity." |
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- "Do not neglect the importance of pacing and tension in driving the story forward" |
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- "Do not neglect the importance of subtext and nuance in character interactions." |
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- "Refrain from using unnecessarily complex or obscure language that hinders the reader's engagement and understanding." |
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dtype: bfloat16 |
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``` |
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## 💻 Usage |
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```python |
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!pip install -qU transformers bitsandbytes accelerate |
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from transformers import AutoTokenizer |
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import transformers |
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import torch |
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model = "jsfs11/MixtureofMerges-MoE-4x7bRP-v11" |
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tokenizer = AutoTokenizer.from_pretrained(model) |
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pipeline = transformers.pipeline( |
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"text-generation", |
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model=model, |
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model_kwargs={"torch_dtype": torch.float16, "load_in_4bit": True}, |
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) |
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messages = [{"role": "user", "content": "Explain what a Mixture of Experts is in less than 100 words."}] |
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prompt = pipeline.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True) |
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outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95) |
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print(outputs[0]["generated_text"]) |
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``` |
