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--- |
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base_model: |
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- djuna/Q2.5-Veltha-14B-0.5 |
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- CultriX/Qwen2.5-14B-Brocav7 |
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- CultriX/SeQwence-14Bv1 |
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- CultriX/Qwen2.5-14B-Broca |
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- qingy2019/Qwen2.5-Math-14B-Instruct |
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- CultriX/Qwen2.5-14B-Wernickev3 |
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- CultriX/Qwen2.5-14B-Brocav3 |
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- allknowingroger/QwenSlerp6-14B |
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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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# merge |
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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 [CultriX/Qwen2.5-14B-Wernickev3](https://huggingface.co/CultriX/Qwen2.5-14B-Wernickev3) 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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* [djuna/Q2.5-Veltha-14B-0.5](https://huggingface.co/djuna/Q2.5-Veltha-14B-0.5) |
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* [CultriX/Qwen2.5-14B-Brocav7](https://huggingface.co/CultriX/Qwen2.5-14B-Brocav7) |
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* [CultriX/SeQwence-14Bv1](https://huggingface.co/CultriX/SeQwence-14Bv1) |
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* [CultriX/Qwen2.5-14B-Broca](https://huggingface.co/CultriX/Qwen2.5-14B-Broca) |
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* [qingy2019/Qwen2.5-Math-14B-Instruct](https://huggingface.co/qingy2019/Qwen2.5-Math-14B-Instruct) |
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* [CultriX/Qwen2.5-14B-Brocav3](https://huggingface.co/CultriX/Qwen2.5-14B-Brocav3) |
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* [allknowingroger/QwenSlerp6-14B](https://huggingface.co/allknowingroger/QwenSlerp6-14B) |
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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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merge_method: dare_ties |
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base_model: CultriX/Qwen2.5-14B-Wernickev3 |
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dtype: bfloat16 |
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parameters: |
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epsilon: 0.0075 |
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lambda: 2.1 |
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normalize: true |
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adaptive_merge_parameters: |
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task_weights: |
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tinyArc: 2.1 |
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tinyHellaswag: 1.9 |
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tinyMMLU: 2.1 |
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tinyTruthfulQA: 2.5 |
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tinyTruthfulQA_mc1: 2.4 |
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tinyWinogrande: 2.4 |
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IFEval: 2.4 |
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BBH: 2.3 |
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MATH: 2.6 |
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GPQA: 2.4 |
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MUSR: 2.5 |
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MMLU-PRO: 2.2 |
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smoothing_factor: 0.05 |
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gradient_clipping: |
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CultriX/Qwen2.5-14B-Wernickev3: 0.82 |
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djuna/Q2.5-Veltha-14B-0.5: 0.84 |
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qingy2019/Qwen2.5-Math-14B-Instruct: 0.87 |
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CultriX/SeQwence-14Bv1: 0.8 |
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CultriX/Qwen2.5-14B-Broca: 0.85 |
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CultriX/Qwen2.5-14B-Brocav3: 0.83 |
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CultriX/Qwen2.5-14B-Brocav7: 0.84 |
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allknowingroger/QwenSlerp6-14B: 0.8 |
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models: |
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- model: CultriX/Qwen2.5-14B-Wernickev3 |
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parameters: |
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weight: 0.21 |
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density: 0.78 |
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- model: djuna/Q2.5-Veltha-14B-0.5 |
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parameters: |
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weight: 0.2 |
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density: 0.76 |
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- model: qingy2019/Qwen2.5-Math-14B-Instruct |
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parameters: |
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weight: 0.18 |
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density: 0.75 |
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- model: CultriX/SeQwence-14Bv1 |
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parameters: |
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weight: 0.17 |
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density: 0.74 |
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- model: CultriX/Qwen2.5-14B-Broca |
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parameters: |
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weight: 0.17 |
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density: 0.74 |
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- model: CultriX/Qwen2.5-14B-Brocav3 |
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parameters: |
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weight: 0.15 |
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density: 0.73 |
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- model: CultriX/Qwen2.5-14B-Brocav7 |
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parameters: |
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weight: 0.14 |
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density: 0.72 |
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- model: allknowingroger/QwenSlerp6-14B |
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parameters: |
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weight: 0.13 |
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density: 0.72 |
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tokenizer_source: CultriX/Qwen2.5-14B-Wernickev3 |
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``` |
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