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--- |
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base_model: |
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- mllm-dev/gpt2_f_experiment_2_1000 |
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- mllm-dev/gpt2_f_experiment_1_1000 |
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- mllm-dev/gpt2_f_experiment_4_1000 |
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- mllm-dev/gpt2_f_experiment_0_1000 |
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- mllm-dev/gpt2_f_experiment_3_1000 |
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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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# sean_test_merge_out |
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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 [mllm-dev/gpt2_f_experiment_0_1000](https://huggingface.co/mllm-dev/gpt2_f_experiment_0_1000) 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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* [mllm-dev/gpt2_f_experiment_2_1000](https://huggingface.co/mllm-dev/gpt2_f_experiment_2_1000) |
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* [mllm-dev/gpt2_f_experiment_1_1000](https://huggingface.co/mllm-dev/gpt2_f_experiment_1_1000) |
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* [mllm-dev/gpt2_f_experiment_4_1000](https://huggingface.co/mllm-dev/gpt2_f_experiment_4_1000) |
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* [mllm-dev/gpt2_f_experiment_3_1000](https://huggingface.co/mllm-dev/gpt2_f_experiment_3_1000) |
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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: |
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model: |
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path: mllm-dev/gpt2_f_experiment_0_1000 |
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dtype: float16 |
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merge_method: dare_ties |
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parameters: |
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normalize: 1.0 |
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slices: |
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- sources: |
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- layer_range: [0, 12] |
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model: |
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model: |
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path: mllm-dev/gpt2_f_experiment_0_1000 |
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- layer_range: [0, 12] |
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model: |
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model: |
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path: mllm-dev/gpt2_f_experiment_1_1000 |
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parameters: |
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density: 0.8 |
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weight: 0.3 |
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- layer_range: [0, 12] |
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model: |
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model: |
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path: mllm-dev/gpt2_f_experiment_2_1000 |
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parameters: |
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density: 0.6 |
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weight: 0.1 |
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- layer_range: [0, 12] |
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model: |
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model: |
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path: mllm-dev/gpt2_f_experiment_3_1000 |
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parameters: |
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density: 0.6 |
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weight: 0.1 |
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- layer_range: [0, 12] |
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model: |
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model: |
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path: mllm-dev/gpt2_f_experiment_4_1000 |
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parameters: |
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density: 0.8 |
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weight: 0.3 |
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``` |
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