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--- |
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base_model: |
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- aihub-app/zyte-1B |
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- appvoid/palmer-002-2401 |
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- vihangd/DopeyTinyLlama-1.1B-v1 |
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tags: |
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- mergekit |
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- merge |
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--- |
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# palmer |
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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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``` |
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### Evaluation |
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ARC-C OBQA HellaSwag PIQA Winogrande Average |
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tinyllama | 0.3029 | 0.3600 | 0.5935 | 0.7329 | 0.5959 | 0.5170 | |
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palmer-002-2402 | 0.3311 | 0.3600 | 0.5981 | 0.7416 | 0.6006 | 0.5266 | |
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tinyllama-chat | 0.3285 | 0.3740 | 0.6037 | 0.7448 | 0.6022 | 0.5306 | |
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zyte-1b | 0.3353 | 0.3700 | 0.6086 | 0.7541 | 0.5998 | 0.5335 | |
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babbage-002 | 0.3285 | 0.3620 | 0.6380 | 0.7606 | 0.6085 | 0.5395 | |
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palmer-003 | 0.3370 | 0.3740 | 0.6128 | 0.7486 | 0.6535 | 0.5451 | |
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``` |
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## Merge Details |
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### Merge Method |
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This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method. |
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### Models Merged |
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The following models were included in the merge: |
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* [aihub-app/zyte-1B](https://huggingface.co/aihub-app/zyte-1B) |
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* [appvoid/palmer-002-2401](https://huggingface.co/appvoid/palmer-002-2401) |
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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: aihub-app/zyte-1B |
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parameters: |
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weight: 1.0 |
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- model: appvoid/palmer-002-2401 |
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parameters: |
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weight: 0.75 |
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- model: vihangd/DopeyTinyLlama-1.1B-v1 |
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parameters: |
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weight: 0.75 |
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merge_method: linear |
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dtype: float16 |
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``` |
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