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--- |
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base_model: |
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- appvoid/arco |
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- h2oai/h2o-danube3-500m-base |
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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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# arco+ |
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This is an untrained passthrough model based on arco and danube as a first effort to train a small enough reasoning language model that generalizes across all kind of reasoning tasks. |
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#### Benchmarks |
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| Parameters | Model | MMLU | ARC | HellaSwag | PIQA | Winogrande | Average | |
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| -----------|--------------------------------|-------|-------|-----------|--------|------------|---------| |
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| 488m | arco-lite | **23.22** | 33.45 | 56.55| 69.70 | **59.19**| 48.46 | |
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| 773m | arco-plus | 23.06 | **36.43** | **60.09**|**72.36**| **60.46**| **50.48** | |
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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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slices: |
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- sources: |
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- model: appvoid/arco |
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layer_range: [0, 14] |
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- sources: |
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- model: h2oai/h2o-danube3-500m-base |
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layer_range: [4, 16] |
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merge_method: passthrough |
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dtype: float16 |
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``` |
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