tvkkishore
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README.md
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---
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license: apache-2.0
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tags:
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- merge
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- mergekit
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- lazymergekit
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- mistralai/Mistral-7B-Instruct-v0.2
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- EmbeddedLLM/Mistral-7B-Merge-14-v0.1
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- cognitivecomputations/dolphin-2.8-mistral-7b-v02
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---
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# Inspire-7B-slerp
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Inspire-7B-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
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* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)
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* [EmbeddedLLM/Mistral-7B-Merge-14-v0.1](https://huggingface.co/EmbeddedLLM/Mistral-7B-Merge-14-v0.1)
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* [cognitivecomputations/dolphin-2.8-mistral-7b-v02](https://huggingface.co/cognitivecomputations/dolphin-2.8-mistral-7b-v02)
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## 🧩 Configuration
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\```yaml
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slices:
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- sources:
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- model: mistralai/Mistral-7B-Instruct-v0.2
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layer_range: [0, 32]
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- model: EmbeddedLLM/Mistral-7B-Merge-14-v0.1
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layer_range: [0, 32]
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- model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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layer_range: [0, 32]
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merge_method: slerp
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base_model: mistralai/Mistral-7B-Instruct-v0.2
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parameters:
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t:
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- filter: self_attn
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value: [0, 0.5, 0.3, 0.7, 1]
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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\```
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