StarDust-12b-v2
Quants
- GGUF: mradermacher/StarDust-12b-v2-GGUF
- weighted/imatrix GGUF: mradermacher/StarDust-12b-v2-i1-GGUF
- exl2: lucyknada/Luni_StarDust-12b-v2-exl2
Description | Usecase
- The result of this merge is in my opinion a more vibrant and less generic sonnet inspired prose, it's able to be gentle and harsh where asked.
- The v2 uses the non-kto magnum which tends to have less "claudeism" (making the story feel rather repetitive)
- Note on Non-Kto: There is a very big gap between people preferring and disliking the KTO. To make things easier, you can still use Luni/StarDust-12b-v1 which has the KTO version.
- In early testing users have reported a much better experience in longer roleplays and a abillity to add a creative touch to the stable experiencve.
Just like with v1:
- This model is intended to be used as a Role-playing model.
- Its direct conversational output is... I can't even say it's luck, it's just not made for it.
- Extension to Conversational output: The Model is designed for roleplay, direct instructing or general purpose is NOT recommended.
Initial Feedback
- Initial feedback has proven the model to be a solid "go-to" choice for creative storywriting
- The prose has been certified as "amazing" with many making it their default model.
Prompting
ChatML has proven to be the BEST choice.
Both Mistral and ChatML should work though I had better results with ChatML: ChatML Example:
"""<|im_start|>user
Hi there!<|im_end|>
<|im_start|>assistant
Nice to meet you!<|im_end|>
<|im_start|>user
Can I ask a question?<|im_end|>
<|im_start|>assistant
"""
Merge Details
Merge Method
This model was merged using the DARE TIES merge method using Sao10K/MN-12B-Lyra-v3 as a base.
Models Merged
The following models were included in the merge:
- nbeerbower/mistral-nemo-bophades-12B
- anthracite-org/magnum-v2-12b
- Gryphe/Pantheon-RP-1.6-12b-Nemo
- Sao10K/MN-12B-Lyra-v3
Special Thanks
Special thanks to the SillyTilly and myself for helping me find the energy to finish this.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
Metric | Value |
---|---|
Avg. | 24.06 |
IFEval (0-Shot) | 56.29 |
BBH (3-Shot) | 34.95 |
MATH Lvl 5 (4-Shot) | 5.97 |
GPQA (0-shot) | 5.82 |
MuSR (0-shot) | 14.26 |
MMLU-PRO (5-shot) | 27.10 |
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Model tree for mav23/StarDust-12b-v2-GGUF
Base model
mistralai/Mistral-Nemo-Base-2407
Finetuned
Gryphe/Pantheon-RP-1.6-12b-Nemo
Evaluation results
- strict accuracy on IFEval (0-Shot)Open LLM Leaderboard56.290
- normalized accuracy on BBH (3-Shot)Open LLM Leaderboard34.950
- exact match on MATH Lvl 5 (4-Shot)Open LLM Leaderboard5.970
- acc_norm on GPQA (0-shot)Open LLM Leaderboard5.820
- acc_norm on MuSR (0-shot)Open LLM Leaderboard14.260
- accuracy on MMLU-PRO (5-shot)test set Open LLM Leaderboard27.100