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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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# toppy_old_remake |
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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 [Task Arithmetic](https://arxiv.org/abs/2212.04089) merge method using /workspace/toppy/mistralai_Mistral-7B-v0.1 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/toppy/stepB1 |
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* /workspace/toppy/stepC1 |
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* /workspace/toppy/stepA1 |
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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/toppy/mistralai_Mistral-7B-v0.1 |
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dtype: bfloat16 |
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merge_method: task_arithmetic |
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modules: |
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default: |
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slices: |
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- sources: |
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- layer_range: [0, 8] |
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model: /workspace/toppy/stepC1 |
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parameters: |
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weight: -0.08064321988635652 |
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- layer_range: [0, 8] |
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model: /workspace/toppy/stepB1 |
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parameters: |
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weight: 0.47180144787421097 |
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- layer_range: [0, 8] |
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model: /workspace/toppy/stepA1 |
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parameters: |
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weight: 0.49216900949431464 |
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- layer_range: [0, 8] |
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model: /workspace/toppy/mistralai_Mistral-7B-v0.1 |
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- sources: |
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- layer_range: [8, 16] |
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model: /workspace/toppy/stepC1 |
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parameters: |
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weight: 0.4262113662158592 |
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- layer_range: [8, 16] |
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model: /workspace/toppy/stepB1 |
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parameters: |
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weight: 0.25821032498583896 |
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- layer_range: [8, 16] |
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model: /workspace/toppy/stepA1 |
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parameters: |
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weight: 1.1337184135136393 |
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- layer_range: [8, 16] |
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model: /workspace/toppy/mistralai_Mistral-7B-v0.1 |
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- sources: |
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- layer_range: [16, 24] |
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model: /workspace/toppy/stepC1 |
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parameters: |
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weight: 0.08816883209543347 |
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- layer_range: [16, 24] |
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model: /workspace/toppy/stepB1 |
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parameters: |
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weight: -0.04615180476355138 |
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- layer_range: [16, 24] |
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model: /workspace/toppy/stepA1 |
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parameters: |
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weight: 0.6614915110635577 |
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- layer_range: [16, 24] |
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model: /workspace/toppy/mistralai_Mistral-7B-v0.1 |
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- sources: |
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- layer_range: [24, 32] |
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model: /workspace/toppy/stepC1 |
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parameters: |
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weight: 0.2995904282557765 |
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- layer_range: [24, 32] |
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model: /workspace/toppy/stepB1 |
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parameters: |
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weight: 0.48755088752753767 |
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- layer_range: [24, 32] |
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model: /workspace/toppy/stepA1 |
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parameters: |
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weight: 0.48445653643927594 |
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- layer_range: [24, 32] |
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model: /workspace/toppy/mistralai_Mistral-7B-v0.1 |
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parameters: |
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int8_mask: 1.0 |
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normalize: 0.0 |
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tokenizer_source: /workspace/toppy/stepC1 |
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``` |
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