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---
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base_model:
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- grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B
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- lucyknada/microsoft_WizardLM-2-7B
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library_name: transformers
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tags:
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- mergekit
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- merge
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license: apache-2.0
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pipeline_tag: text-generation
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---
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# wizard-elem-to-32k-7B
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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In theory, context length has been extended to 32K tokens.
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Tested with ChatML instruct prompts, temperature 1.0, and minP 0.01, but feel free to experiment.
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## Merge Details
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### Merge Method
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This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B](https://huggingface.co/grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B) as a base.
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### Models Merged
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The following models were included in the merge:
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* [lucyknada/microsoft_WizardLM-2-7B](https://huggingface.co/lucyknada/microsoft_WizardLM-2-7B)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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base_model: grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B
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dtype: bfloat16
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merge_method: task_arithmetic
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slices:
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- sources:
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- layer_range: [0, 32]
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model: grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B
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- layer_range: [0, 32]
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model: lucyknada/microsoft_WizardLM-2-7B
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parameters:
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weight: 1.00
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```
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