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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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# final_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 ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065 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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* ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087 |
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* ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980 |
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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: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065 |
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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, 4] |
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model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065 |
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parameters: |
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density: 0.6849374987082797 |
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weight: 0.41688291356235085 |
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- layer_range: [0, 4] |
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model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980 |
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parameters: |
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density: 1.0 |
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weight: 0.22402138180057965 |
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- layer_range: [0, 4] |
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model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087 |
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parameters: |
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density: 1.0 |
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weight: 0.14273100451544973 |
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- sources: |
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- layer_range: [4, 8] |
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model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065 |
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parameters: |
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density: 1.0 |
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weight: 0.27745773580979954 |
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- layer_range: [4, 8] |
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model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980 |
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parameters: |
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density: 0.8641797141160683 |
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weight: 0.21900101081627826 |
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- layer_range: [4, 8] |
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model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087 |
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parameters: |
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density: 0.7045066746748807 |
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weight: 0.27219079838557547 |
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- sources: |
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- layer_range: [8, 12] |
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model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065 |
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parameters: |
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density: 0.9344897829414548 |
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weight: 0.39771623371112386 |
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- layer_range: [8, 12] |
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model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980 |
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parameters: |
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density: 1.0 |
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weight: 0.5638393619932354 |
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- layer_range: [8, 12] |
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model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087 |
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parameters: |
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density: 1.0 |
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weight: 0.45491072302164476 |
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- sources: |
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- layer_range: [12, 16] |
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model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065 |
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parameters: |
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density: 1.0 |
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weight: 0.043782836287435234 |
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- layer_range: [12, 16] |
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model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980 |
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parameters: |
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density: 1.0 |
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weight: 0.12905392091616227 |
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- layer_range: [12, 16] |
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model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087 |
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parameters: |
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density: 1.0 |
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weight: 0.32911680921058395 |
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- sources: |
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- layer_range: [16, 20] |
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model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065 |
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parameters: |
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density: 1.0 |
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weight: 0.33223757646195995 |
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- layer_range: [16, 20] |
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model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980 |
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parameters: |
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density: 1.0 |
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weight: 0.21148775085590665 |
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- layer_range: [16, 20] |
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model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087 |
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parameters: |
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density: 1.0 |
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weight: 0.3100840123708662 |
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- sources: |
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- layer_range: [20, 24] |
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model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065 |
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parameters: |
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density: 1.0 |
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weight: 0.047668810469104206 |
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- layer_range: [20, 24] |
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model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980 |
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parameters: |
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density: 1.0 |
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weight: 0.38364985576700883 |
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- layer_range: [20, 24] |
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model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087 |
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parameters: |
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density: 1.0 |
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weight: 0.7458689345554008 |
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- sources: |
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- layer_range: [24, 28] |
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model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065 |
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parameters: |
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density: 1.0 |
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weight: 0.6585871690360476 |
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- layer_range: [24, 28] |
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model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980 |
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parameters: |
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density: 1.0 |
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weight: 0.11141636691846393 |
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- layer_range: [24, 28] |
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model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087 |
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parameters: |
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density: 1.0 |
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weight: 0.6680264219734943 |
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- sources: |
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- layer_range: [28, 32] |
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model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065 |
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parameters: |
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density: 1.0 |
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weight: 0.554815190090898 |
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- layer_range: [28, 32] |
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model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980 |
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parameters: |
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density: 1.0 |
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weight: 0.38561479058158477 |
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- layer_range: [28, 32] |
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model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087 |
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parameters: |
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density: 0.9671800407644409 |
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weight: 0.16533929845269846 |
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tokenizer_source: base |
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``` |
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