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--- |
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base_model: |
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- matlok/tinyllama-cinder-openhermes-32k |
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- raidhon/coven_tiny_1.1b_32k_orpo_alpha |
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- TinyLlama/TinyLlama-1.1B-Chat-v1.0 |
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- appvoid/palmer-003 |
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- BEE-spoke-data/TinyLlama-1.1bee |
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- ShieldX/manovyadh-1.1B-v1-chat |
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- microsoft/rho-math-1b-interpreter-v0.1 |
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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 [appvoid/palmer-003](https://huggingface.co/appvoid/palmer-003) 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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* [matlok/tinyllama-cinder-openhermes-32k](https://huggingface.co/matlok/tinyllama-cinder-openhermes-32k) |
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* [raidhon/coven_tiny_1.1b_32k_orpo_alpha](https://huggingface.co/raidhon/coven_tiny_1.1b_32k_orpo_alpha) |
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* [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0) |
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* [BEE-spoke-data/TinyLlama-1.1bee](https://huggingface.co/BEE-spoke-data/TinyLlama-1.1bee) |
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* [ShieldX/manovyadh-1.1B-v1-chat](https://huggingface.co/ShieldX/manovyadh-1.1B-v1-chat) |
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* [microsoft/rho-math-1b-interpreter-v0.1](https://huggingface.co/microsoft/rho-math-1b-interpreter-v0.1) |
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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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models: |
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- model: BEE-spoke-data/TinyLlama-1.1bee |
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parameters: |
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density: 0.33 |
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weight: 0.50 |
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- model: raidhon/coven_tiny_1.1b_32k_orpo_alpha |
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parameters: |
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density: 0.36 |
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weight: 0.40 |
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- model: ShieldX/manovyadh-1.1B-v1-chat |
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parameters: |
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density: 0.33 |
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weight: 0.30 |
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- model: TinyLlama/TinyLlama-1.1B-Chat-v1.0 |
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parameters: |
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density: 0.40 |
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weight: 0.45 |
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- model: matlok/tinyllama-cinder-openhermes-32k |
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parameters: |
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density: 0.32 |
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weight: 0.26 |
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- model: microsoft/rho-math-1b-interpreter-v0.1 |
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parameters: |
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density: 0.38 |
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weight: 0.35 |
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merge_method: dare_ties |
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base_model: appvoid/palmer-003 |
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parameters: |
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normalize: true |
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int8_mask: true |
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dtype: float16 |
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``` |
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