87 lines
2.7 KiB
Markdown
87 lines
2.7 KiB
Markdown
---
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base_model: []
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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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# Stellar Odyssey 12b v0.0
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*Join my dream, it's just the right time, whoa... Leave it all behind... Get ready now... Riise up into my world~*
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Listen to the song on youtube: https://www.youtube.com/watch?v=npyiiInMA0w
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This is my second attempt at a model merge, This time, these models were used
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- mistralai/Mistral-Nemo-Base-2407
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- Sao10K/MN-12B-Lyra-v4
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- nothingiisreal/MN-12B-Starcannon-v2
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- Gryphe/Pantheon-RP-1.5-12b-Nemo
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Intended Use case: Roleplay
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Instruction Format: ChatML
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Thank you to AuriAetherwiing for helping me merge the models.
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# Data?
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This is a hard question to answer, I didn't add any data to the model itself, rather it's a merge of other models, so the data used for them applies to this model too, though it won't be the same.
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# License
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cc-by-nc-4.0, unless you contact me and have been given explicit permission by me to host for commercial services. I will NOT accept offers from any of the following
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- Infermatic AI
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- "AI Girlfriend" apps or any that pray on loneliness to attract customers.
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- Anyone that refuses to identify who they are and who runs the operation, even if under NDA.
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- Any services that are predatory or exploit other people.
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The only providers I have authorized to host my model are Featherless.AI/Recursal, ArliAI and WyvernChat.
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## Merge Details
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This model was merged using the della_linear merge method using mistralai/Mistral-Nemo-Base-2407 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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* Sao10K/MN-12B-Lyra-v4
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* Gryphe/Pantheon-RP-1.5-12b-Nemo
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* nothingiisreal/MN-12B-Starcannon-v2
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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: C:\Users\\Downloads\Mergekit-Fixed\mergekit\Sao10K_MN-12B-Lyra-v4
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parameters:
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weight: 0.3
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density: 0.25
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- model: C:\Users\\Downloads\Mergekit-Fixed\mergekit\nothingiisreal_MN-12B-Starcannon-v2
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parameters:
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weight: 0.1
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density: 0.4
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- model: C:\Users\\Downloads\Mergekit-Fixed\mergekit\Gryphe_Pantheon-RP-1.5-12b-Nemo
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parameters:
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weight: 0.4
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density: 0.5
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merge_method: della_linear
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base_model: C:\Users\\Downloads\Mergekit-Fixed\mergekit\mistralai_Mistral-Nemo-Base-2407
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parameters:
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epsilon: 0.05
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lambda: 1
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merge_method: della_linear
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dtype: bfloat16
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```
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## Notes
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Della_Linear: Refer to https://arxiv.org/abs/2406.11617 and https://arxiv.org/abs/2212.04089, as it is quite long to explain what Della_Linear is
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BFloat16: Brain Floating Point 16, a way to run models faster on Nvidia GPUs
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Density: Fraction of weights in differences from the base model to retain
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Epsilon: Maximum change in drop probability based on magnitude. Drop probabilities assigned will range
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