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--- |
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base_model: |
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- tiiuae/Falcon3-10B-Base |
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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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--- |
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# Eyas 17B |
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## Overview |
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Eyas 17B is a frankenmerge based on the Falcon 3-10B architecture. Built using the [mergekit](https://github.com/cg123/mergekit) library, Eyas 17B is optimized for a range of natural language processing tasks. |
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## Merge Details |
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### Merge Method |
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This model was created using the **passthrough merge method**. This method allows for a seamless integration of model layers to produce a new, high-performance model while maintaining compatibility with the Hugging Face `transformers` library. |
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### Models Merged |
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The following models were included in the merge: |
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* [tiiuae/Falcon3-10B-Base](https://huggingface.co/tiiuae/Falcon3-10B-Base) |
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### Configuration |
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The following YAML configuration was used to produce Eyas 17B: |
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```yaml |
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slices: |
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- sources: |
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- layer_range: [0, 10] |
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model: tiiuae/Falcon3-10B-Base |
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- sources: |
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- layer_range: [5, 15] |
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model: tiiuae/Falcon3-10B-Base |
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- sources: |
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- layer_range: [10, 20] |
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model: tiiuae/Falcon3-10B-Base |
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- sources: |
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- layer_range: [15, 25] |
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model: tiiuae/Falcon3-10B-Base |
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- sources: |
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- layer_range: [20, 30] |
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model: tiiuae/Falcon3-10B-Base |
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- sources: |
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- layer_range: [25, 35] |
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model: tiiuae/Falcon3-10B-Base |
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- sources: |
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- layer_range: [30, 40] |
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model: tiiuae/Falcon3-10B-Base |
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merge_method: passthrough |
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dtype: float16 |
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