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--- |
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base_model: |
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- grimjim/magnum-consolidatum-v1-12b |
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- grimjim/mistralai-Mistral-Nemo-Instruct-2407 |
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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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pipeline_tag: text-generation |
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license: apache-2.0 |
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--- |
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# Magnolia-v1-12B |
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This repo contains a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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The base is a merge of two models trained for variety in text generation. |
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Instruct was added in at low weight in order to increase the steerability of the model; |
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safety has consequently been reinforced. |
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Tested at temperature 0.7 and minP 0.01, with ChatML prompting. |
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Mistral Nemo models tend to have repetition issues in general. For this model at least, various issues can be mitigated somewhat with additional sysprompting, e.g.: |
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``` |
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No passage shall exceed 10 lines of text, with turns limited to a maximum of 5 lines per speaker to ensure snappy and engaging dialog and action. |
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Ensure that all punctuation rules are adhered to without the introduction of spurious intervening spaces. |
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Avoid redundant phrasing and maintain forward narrative progression by utilizing varied sentence structure, alternative word choices, and active voice. |
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Employ descriptive details judiciously, ensuring they serve a purpose in advancing the story or revealing character or touching upon setting. |
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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 SLERP merge method. |
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### Models Merged |
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The following models were included in the merge: |
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* [grimjim/magnum-consolidatum-v1-12b](https://huggingface.co/grimjim/magnum-consolidatum-v1-12b) |
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* [grimjim/mistralai-Mistral-Nemo-Instruct-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Instruct-2407) |
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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: grimjim/mistralai-Mistral-Nemo-Instruct-2407 |
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- model: grimjim/magnum-consolidatum-v1-12b |
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merge_method: slerp |
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base_model: grimjim/mistralai-Mistral-Nemo-Instruct-2407 |
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parameters: |
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t: |
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- value: 0.1 |
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dtype: bfloat16 |
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``` |
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