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Echidna-7b-128k
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---
base_model:
- Test157t/Hex-Macaroniac-7b
- Test157t/Cetus-Sea-7b-128k
library_name: transformers
tags:
- mergekit
- merge
license: other
---
# mergedmodel

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the SLERP merge method.



![image/png](https://cdn-uploads.huggingface.co/production/uploads/642265bc01c62c1e4102dc36/yAUStIqYEyDeS6sUUkkCL.png)

![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/642265bc01c62c1e4102dc36/Lzr0NPMlJ2PwZcj-uxVqb.jpeg)
GGUF QuantsThanks to konz00: https://huggingface.co./konz00/Echidna-7b-128k-GGUF
### Models Merged

The following models were included in the merge:
* [Test157t/Hex-Macaroniac-7b](https://huggingface.co./Test157t/Hex-Macaroniac-7b)
* [Test157t/Cetus-Sea-7b-128k](https://huggingface.co./Test157t/Cetus-Sea-7b-128k)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: Test157t/Hex-Macaroniac-7b
        layer_range: [0, 32]
      - model: Test157t/Cetus-Sea-7b-128k
        layer_range: [0, 32]
merge_method: slerp
base_model: Test157t/Hex-Macaroniac-7b
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: bfloat16
```

@misc{open-llm-leaderboard,
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}
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  url          = {https://doi.org/10.5281/zenodo.5371628}
}
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      title={Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge},
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@misc{zellers2019hellaswag,
      title={HellaSwag: Can a Machine Really Finish Your Sentence?},
      author={Rowan Zellers and Ari Holtzman and Yonatan Bisk and Ali Farhadi and Yejin Choi},
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@misc{hendrycks2021measuring,
      title={Measuring Massive Multitask Language Understanding},
      author={Dan Hendrycks and Collin Burns and Steven Basart and Andy Zou and Mantas Mazeika and Dawn Song and Jacob Steinhardt},
      year={2021},
      eprint={2009.03300},
      archivePrefix={arXiv},
      primaryClass={cs.CY}
}
@misc{lin2022truthfulqa,
      title={TruthfulQA: Measuring How Models Mimic Human Falsehoods},
      author={Stephanie Lin and Jacob Hilton and Owain Evans},
      year={2022},
      eprint={2109.07958},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
@misc{DBLP:journals/corr/abs-1907-10641,
      title={{WINOGRANDE:} An Adversarial Winograd Schema Challenge at Scale},
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@misc{DBLP:journals/corr/abs-2110-14168,
      title={Training Verifiers to Solve Math Word Problems},
      author={Karl Cobbe and
                  Vineet Kosaraju and
                  Mohammad Bavarian and
                  Mark Chen and
                  Heewoo Jun and
                  Lukasz Kaiser and
                  Matthias Plappert and
                  Jerry Tworek and
                  Jacob Hilton and
                  Reiichiro Nakano and
                  Christopher Hesse and
                  John Schulman},
      year={2021},
      eprint={2110.14168},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}