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--- |
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base_model: |
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- RozGrov/NemoDori-v0.2-12B-MN-BT |
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- crestf411/nemo-sunfall-v0.6.1 |
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- unsloth/Mistral-Nemo-Instruct-2407 |
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- UsernameJustAnother/Nemo-12B-Marlin-v5 |
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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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# NemoDori-v0.2.2-12B-MN-ties |
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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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The second child from [NemoDori-v0.2-12B-MN-BT](https://huggingface.co/RozGrov/NemoDori-v0.2-12B-MN-BT), a sibling to [**v0.2.1**](https://huggingface.co/RozGrov/NemoDori-v0.2.1-12B-MN-BT). |
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**The purpose** is to find a way to increase v0.2 capability to stay **aware of the past conversations** and **follow instructions better**, especially the last one (depth-0), |
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while keeping it's **creativity and capability to (E)RP**. |
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This model is one of the few childs to try to fulfill that. |
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In my short testing so far, I think it's **slightly more aware of what's in the past and what it's instructed to do**, but the **response format is not very consistent**. Though, this might be because of my testing temp or bad instructions. |
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<br> |
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You can go up until temp 2 with this boy (just like it predecessor [v0.1](https://huggingface.co/RozGrov/NemoDori-v0.1-12B-MS)), but it **will not** satisfy you, because it'll spew out some old english in a modern way kind of thing. |
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<br> |
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Anyway, tweak the preset all you want in ST (the harmless ones), it will still able to respond correctly. Use preset in [v0.1](https://huggingface.co/RozGrov/NemoDori-v0.1-12B-MS) if not. |
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You may give me feedback on anything, or guide me how I can fulfill my-*ahem* it's purpose while keeping it as low as not-70B. |
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<br> |
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Fine-tune is... pretty expensive for me, and I'm not ready for that (yet, tho i'm interested). |
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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 [RozGrov/NemoDori-v0.2-12B-MN-BT](https://huggingface.co/RozGrov/NemoDori-v0.2-12B-MN-BT) 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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* [crestf411/nemo-sunfall-v0.6.1](https://huggingface.co/crestf411/nemo-sunfall-v0.6.1) |
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* [unsloth/Mistral-Nemo-Instruct-2407](https://huggingface.co/unsloth/Mistral-Nemo-Instruct-2407) |
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* [UsernameJustAnother/Nemo-12B-Marlin-v5](https://huggingface.co/UsernameJustAnother/Nemo-12B-Marlin-v5) |
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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: crestf411/nemo-sunfall-v0.6.1 |
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parameters: |
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weight: 0.22 |
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- model: UsernameJustAnother/Nemo-12B-Marlin-v5 |
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parameters: |
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weight: 0.22 |
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- model: unsloth/Mistral-Nemo-Instruct-2407 |
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parameters: |
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weight: 0.22 |
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- model: RozGrov/NemoDori-v0.2-12B-MN-BT |
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parameters: |
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weight: 0.9 |
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merge_method: ties |
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base_model: RozGrov/NemoDori-v0.2-12B-MN-BT |
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parameters: |
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density: 0.93 |
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dtype: bfloat16 |
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``` |
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