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--- |
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base_model: |
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- Sao10K/Fimbulvetr-11B-v2 |
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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 passthrough merge method. |
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### Models Merged |
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The following models were included in the merge: |
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* [Sao10K/Fimbulvetr-11B-v2](https://huggingface.co/Sao10K/Fimbulvetr-11B-v2) |
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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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slices: |
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- sources: |
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- model: Sao10K/Fimbulvetr-11B-v2 |
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layer_range: [0, 16] |
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parameters: |
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attention: |
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- filter: grouped_qk_proj |
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clusters: 8 |
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value: 1.2 |
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attention_type: hierarchical |
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local_attention: 0.5 |
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global_attention: 1.5 |
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dynamic_weighting: true |
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rope_scaling: 10000 |
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significance: 0.85 |
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mlp: |
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filter: intermediate_proj |
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value: 14336 |
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compression: true |
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dynamic_capacity: true |
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regularization: |
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filter: attention_dropout |
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value: 0.0 |
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- sources: |
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- model: Sao10K/Fimbulvetr-11B-v2 |
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layer_range: [16, 32] |
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parameters: |
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attention: |
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- filter: grouped_qk_proj |
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clusters: 8 |
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value: 1.3 |
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attention_type: hierarchical |
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local_attention: 0.6 |
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global_attention: 1.4 |
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dynamic_weighting: true |
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rope_scaling: 10000 |
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significance: 0.80 |
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mlp: |
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filter: intermediate_proj |
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value: 14336 |
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compression: true |
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dynamic_capacity: true |
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regularization: |
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filter: attention_dropout |
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value: 0.0 |
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- sources: |
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- model: Sao10K/Fimbulvetr-11B-v2 |
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layer_range: [32, 48] |
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parameters: |
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attention: |
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- filter: grouped_qk_proj |
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clusters: 8 |
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value: 1.5 |
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attention_type: hierarchical |
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local_attention: 0.7 |
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global_attention: 1.6 |
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dynamic_weighting: true |
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rope_scaling: 10000 |
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significance: 0.9 |
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mlp: |
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filter: intermediate_proj |
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value: 14336 |
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compression: true |
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dynamic_capacity: true |
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regularization: |
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filter: attention_dropout |
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value: 0.0 |
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merge_method: passthrough |
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dtype: bfloat16 |
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``` |
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