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  # Model Description
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  This is a highly experimental model for merging models into a MOE model.
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- - base model: [trinity-v1](https://huggingface.co/janhq/trinity-v1)
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  1. [trinity-v1](https://huggingface.co/janhq/trinity-v1): for General Chat
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- 2. [Toppy-M-7B](https://huggingface.co/Undi95/Toppy-M-7B): for Role-playing
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- 3. [CodeLlama-7b-Instruct-hf](https://huggingface.co/codellama/CodeLlama-7b-Instruct-hf): for Coding
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- 4. [Seraph-7B](https://huggingface.co/Weyaxi/Seraph-7B): for Writing
 
 
 
 
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  Special thanks to the interested work of [Chargoddard](https://huggingface.co/chargoddard) and [Undi95](https://huggingface.co/Undi95)
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  ```yaml
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- Updating
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```
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  # Run this model
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  - 🌐 **OpenAI Compatible**: Local server on port `1337` with OpenAI compatible endpoints
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  - 🌍 **Open Source & Free**: We build in public; check out our [Github](https://github.com/janhq)
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/65713d70f56f9538679e5a56/r7VmEBLGXpPLTu2MImM7S.png)
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  # About Jan
 
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  # Model Description
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  This is a highly experimental model for merging models into a MOE model.
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+ - base model: [mistralai/Mistral-7B-Instruct-v0.2 ](https://huggingface.co/janhq/trinity-v1)
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  1. [trinity-v1](https://huggingface.co/janhq/trinity-v1): for General Chat
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+ 2. [OpenHermes-2.5-neural-chat-v3-3-Slerp](https://huggingface.co/Weyaxi/OpenHermes-2.5-neural-chat-v3-3-Slerp): for General Chat
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+ 3. [AshhLimaRP-Mistral-7B](https://huggingface.co/lemonilia/AshhLimaRP-Mistral-7B): for Role-playing
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+ 4. [Toppy-M-7B](https://huggingface.co/Undi95/Toppy-M-7B): for Role-playing
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+ 5. [speechless-code-mistral-7b-v2.0](https://huggingface.co/uukuguy/speechless-code-mistral-7b-v2.0): for Coding
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+ 6. [Mistral-Trismegistus-7B](https://huggingface.co/teknium/Mistral-Trismegistus-7B): for Writing
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+ 7. [Mistral-7B-storywriter](https://huggingface.co/Norquinal/Mistral-7B-storywriter): for Writing
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+ 8. [openchat-3.5-1210](https://huggingface.co/openchat/openchat-3.5-1210): For Logical thinking
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  Special thanks to the interested work of [Chargoddard](https://huggingface.co/chargoddard) and [Undi95](https://huggingface.co/Undi95)
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  ```yaml
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+ base_model: mistralai/Mistral-7B-Instruct-v0.2
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+ gate_mode: hidden
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+ experts:
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+ - source_model: janhq/trinity-v1
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+ positive_prompts:
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+ - "question"
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+ - "answer"
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+ - "chat"
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+ - "friend"
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+ - "assistant"
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+ - "[Mode: Chat]"
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+ negative_prompts:
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+ - "storywriting"
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+ - "book"
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+ - "story"
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+ - "chapter"
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+ - "[Mode: Writing]"
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+ - source_model: Weyaxi/OpenHermes-2.5-neural-chat-v3-3-Slerp
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+ positive_prompts:
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+ - "adventure"
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+ - "friend"
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+ - "chat"
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+ - "companion"
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+ - "[Mode: Chat]"
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+ negative_prompts:
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+ - "storywriting"
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+ - "book"
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+ - "story"
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+ - "chapter"
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+ - "[Mode: Writing]"
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+ - source_model: lemonilia/AshhLimaRP-Mistral-7B
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+ positive_prompts:
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+ - "roleplay"
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+ - "uncensored"
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+ - "emotive engagement"
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+ - "creative improvisation"
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+ - "interactive"
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+ - "[Mode: Roleplay]"
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+ negative_prompts:
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+ - "storywriting"
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+ - "book"
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+ - "story"
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+ - "chapter"
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+ - "[Mode: Writing]"
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+ - source_model: Undi95/Toppy-M-7B
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+ positive_prompts:
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+ - "roleplay"
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+ - "uncensored"
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+ - "emotive engagement"
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+ - "creative improvisation"
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+ - "interactive"
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+ - "[Mode: Roleplay]"
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+ - "[Mode: Chat]"
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+ negative_prompts:
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+ - "storywriting"
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+ - "book"
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+ - "story"
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+ - "chapter"
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+ - "[Mode: Writing]"
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+ - source_model: uukuguy/speechless-code-mistral-7b-v2.0
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+ positive_prompts:
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+ - "algorithm optimization"
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+ - "code for calculating"
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+ - "programming"
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+ - "implementing statistical functions in code"
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+ - "solving equations with code"
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+ - "data analysis"
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+ - "SQL"
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+ - "C++"
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+ - "Python"
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+ - "[Mode: Coding]"
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+ - "logical"
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+ - "numerical methods in programming"
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+ negative_prompts:
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+ - "non-technical chat"
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+ - "purely theoretical mathematics"
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+ - "creative writing or storytelling"
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+ - "general conversation unrelated to coding"
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+ - "[Mode: Non-Technical Discussion]"
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+ - "[Mode: Storytelling]"
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+ - source_model: teknium/Mistral-Trismegistus-7B
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+ positive_prompts:
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+ - "philosphy"
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+ - "occult"
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+ - "esoteric"
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+ - "spiritual"
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+ - "alchemy"
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+ - "magic"
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+ - "[Mode: Occultism]"
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+ - "[Mode: Writing]"
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+ negative_prompts:
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+ - "[Mode: Roleplay]"
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+ - "[Mode: Chat]"
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+ - "[Mode: Mathematics]"
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+ - "chat"
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+ - "roleplay"
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+ - source_model: Norquinal/Mistral-7B-storywriter
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+ positive_prompts:
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+ - "storywriting"
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+ - "book"
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+ - "story"
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+ - "chapter"
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+ - "tale"
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+ - "history"
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+ - "write"
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+ - "[Mode: Writing]"
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+ negative_prompts:
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+ - "[Mode: Roleplay]"
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+ - "[Mode: Chat]"
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+ - "chat"
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+ - "roleplay"
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+ - source_model: openchat/openchat-3.5-1210
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+ positive_prompts:
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+ - "theorem"
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+ - "algebra"
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+ - "mathematics"
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+ - "sqrt(a*x^2 + b*y)"
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+ - "solve for"
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+ - "equation"
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+ - "[Mode: Mathematics]"
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+ - "logical"
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+ - "planning"
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+ - "853295 + 12763"
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+ negative_prompts:
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+ - "sex"
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+ - "roleplay"
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+ - "[Mode: Occultism]"
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+ - "[Mode: Roleplay]"
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+ - "[Mode: Writing]"
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  ```
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  # Run this model
 
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  - 🌐 **OpenAI Compatible**: Local server on port `1337` with OpenAI compatible endpoints
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  - 🌍 **Open Source & Free**: We build in public; check out our [Github](https://github.com/janhq)
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+
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/65713d70f56f9538679e5a56/r7VmEBLGXpPLTu2MImM7S.png)
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  # About Jan