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--- |
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base_model: |
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- l3utterfly/tinyllama-1.1b-layla-v4 |
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- appvoid/palmer-003 |
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- sreeramajay/TinyLlama-1.1B-orca-v1.0 |
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- Josephgflowers/TinyLlama-3T-Cinder-v1.3 |
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- TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T |
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- vihangd/DopeyTinyLlama-1.1B-v1 |
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T) 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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* [l3utterfly/tinyllama-1.1b-layla-v4](https://huggingface.co/l3utterfly/tinyllama-1.1b-layla-v4) |
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* [appvoid/palmer-003](https://huggingface.co/appvoid/palmer-003) |
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* [sreeramajay/TinyLlama-1.1B-orca-v1.0](https://huggingface.co/sreeramajay/TinyLlama-1.1B-orca-v1.0) |
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* [Josephgflowers/TinyLlama-3T-Cinder-v1.3](https://huggingface.co/Josephgflowers/TinyLlama-3T-Cinder-v1.3) |
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* [vihangd/DopeyTinyLlama-1.1B-v1](https://huggingface.co/vihangd/DopeyTinyLlama-1.1B-v1) |
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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: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T |
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#no parameters necessary for base model |
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- model: vihangd/DopeyTinyLlama-1.1B-v1 |
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parameters: |
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density: 0.80 |
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weight: 0.30 |
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- model: l3utterfly/tinyllama-1.1b-layla-v4 |
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parameters: |
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density: 0.25 |
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weight: 0.20 |
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- model: Josephgflowers/TinyLlama-3T-Cinder-v1.3 |
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parameters: |
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density: 0.25 |
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weight: 0.10 |
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- model: sreeramajay/TinyLlama-1.1B-orca-v1.0 |
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parameters: |
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density: 0.25 |
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weight: 0.10 |
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- model: appvoid/palmer-003 |
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parameters: |
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density: 1 |
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weight: 0.30 |
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merge_method: ties |
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base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T |
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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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