Luni_-_StarDust-12b-v2-gguf

Quantization made by Richard Erkhov.

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StarDust-12b-v2 - GGUF

• Model creator: https://huggingface.co/Luni/
• Original model: https://huggingface.co/Luni/StarDust-12b-v2/

Original model description:

language:

• en license: apache-2.0 tags:
• chat
• mistral
• roleplay
• creative-writing base_model:
• nbeerbower/mistral-nemo-bophades-12B
• anthracite-org/magnum-v2-12b
• Sao10K/MN-12B-Lyra-v3
• Gryphe/Pantheon-RP-1.6-12b-Nemo pipeline_tag: text-generation model-index:
• name: StarDust-12b-v2 results:
  • task: type: text-generation name: Text Generation dataset: name: IFEval (0-Shot) type: HuggingFaceH4/ifeval args: num_few_shot: 0 metrics:
    • type: inst_level_strict_acc and prompt_level_strict_acc value: 56.29 name: strict accuracy source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Luni/StarDust-12b-v2 name: Open LLM Leaderboard
  • task: type: text-generation name: Text Generation dataset: name: BBH (3-Shot) type: BBH args: num_few_shot: 3 metrics:
    • type: acc_norm value: 34.95 name: normalized accuracy source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Luni/StarDust-12b-v2 name: Open LLM Leaderboard
  • task: type: text-generation name: Text Generation dataset: name: MATH Lvl 5 (4-Shot) type: hendrycks/competition_math args: num_few_shot: 4 metrics:
    • type: exact_match value: 5.97 name: exact match source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Luni/StarDust-12b-v2 name: Open LLM Leaderboard
  • task: type: text-generation name: Text Generation dataset: name: GPQA (0-shot) type: Idavidrein/gpqa args: num_few_shot: 0 metrics:
    • type: acc_norm value: 5.82 name: acc_norm source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Luni/StarDust-12b-v2 name: Open LLM Leaderboard
  • task: type: text-generation name: Text Generation dataset: name: MuSR (0-shot) type: TAUR-Lab/MuSR args: num_few_shot: 0 metrics:
    • type: acc_norm value: 14.26 name: acc_norm source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Luni/StarDust-12b-v2 name: Open LLM Leaderboard
  • task: type: text-generation name: Text Generation dataset: name: MMLU-PRO (5-shot) type: TIGER-Lab/MMLU-Pro config: main split: test args: num_few_shot: 5 metrics:
    • type: acc value: 27.1 name: accuracy source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Luni/StarDust-12b-v2 name: Open LLM Leaderboard

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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