Create README.md
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README.md
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---
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tags:
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- moe
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- llama
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- '3'
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- llama 3
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- 2x8b
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---
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# GGUF files of [Llama-3-Magenta-Instruct-4x8B-MoE](https://huggingface.co/RDson/Llama-3-Magenta-Instruct-4x8B-MoE)
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<img src="https://i.imgur.com/c1Mv8cy.png" width="640"/>
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# Llama-3-Magenta-Instruct-4x8B-MoE
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This is a experimental MoE created from [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct), [nvidia/Llama3-ChatQA-1.5-8B](https://huggingface.co/nvidia/Llama3-ChatQA-1.5-8B), [Salesforce/SFR-Iterative-DPO-LLaMA-3-8B-R](https://huggingface.co/Salesforce/SFR-Iterative-DPO-LLaMA-3-8B-R) and [Muhammad2003/Llama3-8B-OpenHermes-DPO](https://huggingface.co/Muhammad2003/Llama3-8B-OpenHermes-DPO) using Mergekit.
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Mergekit yaml file:
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```
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base_model: Meta-Llama-3-8B-Instruct
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experts:
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- source_model: Meta-Llama-3-8B-Instruct
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positive_prompts:
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- "explain"
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- "chat"
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- "assistant"
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- "think"
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- "roleplay"
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- "versatile"
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- "helpful"
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- "factual"
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- "integrated"
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- "adaptive"
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- "comprehensive"
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- "balanced"
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negative_prompts:
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- "specialized"
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- "narrow"
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- "focused"
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- "limited"
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- "specific"
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- source_model: ChatQA-1.5-8B
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positive_prompts:
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- "python"
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- "math"
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- "solve"
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- "code"
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- "programming"
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negative_prompts:
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- "sorry"
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- "cannot"
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- "factual"
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- "concise"
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- "straightforward"
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- "objective"
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- "dry"
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- source_model: SFR-Iterative-DPO-LLaMA-3-8B-R
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positive_prompts:
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- "chat"
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- "assistant"
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- "AI"
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- "instructive"
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- "clear"
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- "directive"
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- "helpful"
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- "informative"
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- source_model: Llama3-8B-OpenHermes-DPO
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positive_prompts:
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- "analytical"
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- "accurate"
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- "logical"
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- "knowledgeable"
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- "precise"
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- "calculate"
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- "compute"
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- "solve"
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- "work"
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- "python"
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- "code"
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- "javascript"
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- "programming"
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- "algorithm"
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- "tell me"
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- "assistant"
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negative_prompts:
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- "creative"
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- "abstract"
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- "imaginative"
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- "artistic"
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- "emotional"
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- "mistake"
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- "inaccurate"
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gate_mode: hidden
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dtype: float16
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```
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Some inspiration for the Mergekit yaml file is from [LoneStriker/Umbra-MoE-4x10.7-2.4bpw-h6-exl2](https://huggingface.co/LoneStriker/Umbra-MoE-4x10.7-2.4bpw-h6-exl2).
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