Initial release
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.gitattributes
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README.md
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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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- grimjim/kunoichi-lemon-royale-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: cc-by-nc-4.0
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pipeline_tag: text-generation
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---
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# kunoichi-lemon-royale-v2-32K-7B-GGUF
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This repository contains GGUF quantizations of kunoichi-lemon-royale-v2-32K-7B.
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This merge amounts to the grafting of a model derived from Mistral v0.1 (4K sliding window context, to a maximum of 8K practical context length) onto a model derived from Mistral v0.2 (32K context length). It appears to work, although rope_theta in config.json was lowered from 1000000.0 to 100000.0, which works well enough to 16K.
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In light testing, this model appears to follow formatting very well, with temperature 1.0 and minP 0.01, using ChatML prompts, even though the underlying model claims to follow Alpaca prompts.
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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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- Full weights: [kunoichi-lemon-royale-v2-32K-7B](https://huggingface.co/grimjim/kunoichi-lemon-royale-v2-32K-7B)
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- GGUFs: [kunoichi-lemon-royale-v2-32K-7B-GGUF](https://huggingface.co/grimjim/kunoichi-lemon-royale-v2-32K-7B-GGUF)
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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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* [grimjim/kunoichi-lemon-royale-7B](https://huggingface.co/grimjim/kunoichi-lemon-royale-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: grimjim/kunoichi-lemon-royale-7B
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parameters:
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weight: 1.00
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```
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kunoichi-lemon-royale-v2-32K-7B.Q4_K_M.gguf
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