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README.md
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license: cc-by-nc-4.0
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---
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Harmonia-20B
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Merging Process:
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- model: Undi95/Emerhyst-20B
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- model: Undi95/MXLewd-L2-20B
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- model: Undi95/Lewd-Sydney-20B
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- model: NeverSleep/Noromaid-20b-v0.1.1
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- model: Undi95/U-Amethyst-20B
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license: cc-by-nc-4.0
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## Description
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These are fp16, q_8_0, q5_k_m, and q4_k_m GGUF quants of Harmonia-20B.
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Harmonia-20B is a unified 20B model crafted via a multi-step SLERP merge of eight 20B models. The aim was to develop a versatile "base model" for TaskArithmetic in this size class.
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## Merging Process:
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## Models:
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- model: Undi95/Emerhyst-20B
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- model: Undi95/MXLewd-L2-20B
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- model: Undi95/Lewd-Sydney-20B
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- model: NeverSleep/Noromaid-20b-v0.1.1
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- model: Undi95/U-Amethyst-20B
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## Concept:
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The idea behind this process was to blend the unique attributes of each model while minimizing individual quirks. This approach has also shown promising results as a standalone RP model, providing a combination of high-quality writing and situational problem-solving/awareness.
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## Prompt template: Alpaca
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```
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Below is an instruction that describes a task. Write a response that appropriately completes the request.
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### Instruction:
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{prompt}
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### Response:
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```
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