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--- |
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base_model: [] |
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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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# mergeduucsxwdd |
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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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## Merge Details |
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### Merge Method |
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This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using /workspace/mergekit/evol_storage/input_models/SeQwence-14Bv1_904318297 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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* /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-Wernicke_200578629 |
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* /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-MegaMerge-pt2_1305659297 |
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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: /workspace/mergekit/evol_storage/input_models/SeQwence-14Bv1_904318297 |
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dtype: bfloat16 |
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merge_method: dare_ties |
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parameters: |
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int8_mask: 1.0 |
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normalize: 1.0 |
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slices: |
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- sources: |
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- layer_range: [0, 8] |
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model: /workspace/mergekit/evol_storage/input_models/SeQwence-14Bv1_904318297 |
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parameters: |
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density: 0.9161252112124398 |
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weight: 0.42684262949748975 |
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- layer_range: [0, 8] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-MegaMerge-pt2_1305659297 |
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parameters: |
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density: 1.0 |
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weight: -0.07053838122379857 |
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- layer_range: [0, 8] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-Wernicke_200578629 |
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parameters: |
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density: 1.0 |
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weight: 0.4849672857861172 |
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- sources: |
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- layer_range: [8, 16] |
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model: /workspace/mergekit/evol_storage/input_models/SeQwence-14Bv1_904318297 |
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parameters: |
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density: 0.9761877279283722 |
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weight: 0.3012299838842449 |
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- layer_range: [8, 16] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-MegaMerge-pt2_1305659297 |
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parameters: |
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density: 0.7543807288499863 |
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weight: 0.1659536938628454 |
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- layer_range: [8, 16] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-Wernicke_200578629 |
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parameters: |
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density: 0.9492212435976857 |
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weight: 0.18099531810782998 |
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- sources: |
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- layer_range: [16, 24] |
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model: /workspace/mergekit/evol_storage/input_models/SeQwence-14Bv1_904318297 |
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parameters: |
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density: 1.0 |
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weight: 0.41688362670746804 |
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- layer_range: [16, 24] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-MegaMerge-pt2_1305659297 |
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parameters: |
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density: 1.0 |
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weight: 0.6151231122002006 |
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- layer_range: [16, 24] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-Wernicke_200578629 |
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parameters: |
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density: 0.8807907336263985 |
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weight: 0.16825198717141238 |
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- sources: |
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- layer_range: [24, 32] |
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model: /workspace/mergekit/evol_storage/input_models/SeQwence-14Bv1_904318297 |
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parameters: |
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density: 0.9156909340084007 |
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weight: 0.5326292576896499 |
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- layer_range: [24, 32] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-MegaMerge-pt2_1305659297 |
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parameters: |
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density: 1.0 |
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weight: 0.30104879006559454 |
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- layer_range: [24, 32] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-Wernicke_200578629 |
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parameters: |
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density: 0.7478687683572947 |
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weight: 0.24780060115002012 |
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- sources: |
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- layer_range: [32, 40] |
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model: /workspace/mergekit/evol_storage/input_models/SeQwence-14Bv1_904318297 |
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parameters: |
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density: 0.7970703509952921 |
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weight: 0.36719110728431165 |
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- layer_range: [32, 40] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-MegaMerge-pt2_1305659297 |
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parameters: |
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density: 0.9371578433786855 |
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weight: 0.3915882680301583 |
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- layer_range: [32, 40] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-Wernicke_200578629 |
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parameters: |
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density: 0.625508665655407 |
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weight: 0.5087374040978708 |
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- sources: |
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- layer_range: [40, 48] |
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model: /workspace/mergekit/evol_storage/input_models/SeQwence-14Bv1_904318297 |
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parameters: |
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density: 0.844183840774721 |
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weight: 0.5421089451732982 |
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- layer_range: [40, 48] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-MegaMerge-pt2_1305659297 |
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parameters: |
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density: 0.961154402903748 |
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weight: 0.30023482616059033 |
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- layer_range: [40, 48] |
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model: /workspace/mergekit/evol_storage/input_models/Qwen2.5-14B-Wernicke_200578629 |
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parameters: |
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density: 0.8135033850596236 |
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weight: 0.3232815470411797 |
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``` |
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