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--- |
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base_model: |
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- johnsutor/Llama-3-8B-Instruct_dare_ties-density-0.9 |
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- FuseAI/FuseChat-Llama-3.1-8B-SFT |
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- refuelai/Llama-3-Refueled |
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- DreadPoor/Derivative-8B-Model_Stock |
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- Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base |
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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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model-index: |
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- name: Spring_Dusk-8B-SCE |
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results: |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: IFEval (0-Shot) |
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type: wis-k/instruction-following-eval |
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split: train |
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args: |
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num_few_shot: 0 |
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metrics: |
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- type: inst_level_strict_acc and prompt_level_strict_acc |
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value: 65.15 |
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name: averaged accuracy |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FSpring_Dusk-8B-SCE |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: BBH (3-Shot) |
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type: SaylorTwift/bbh |
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split: test |
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args: |
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num_few_shot: 3 |
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metrics: |
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- type: acc_norm |
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value: 37.76 |
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name: normalized accuracy |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FSpring_Dusk-8B-SCE |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: MATH Lvl 5 (4-Shot) |
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type: lighteval/MATH-Hard |
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split: test |
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args: |
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num_few_shot: 4 |
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metrics: |
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- type: exact_match |
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value: 7.4 |
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name: exact match |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FSpring_Dusk-8B-SCE |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: GPQA (0-shot) |
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type: Idavidrein/gpqa |
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split: train |
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args: |
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num_few_shot: 0 |
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metrics: |
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- type: acc_norm |
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value: 5.03 |
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name: acc_norm |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FSpring_Dusk-8B-SCE |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: MuSR (0-shot) |
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type: TAUR-Lab/MuSR |
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args: |
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num_few_shot: 0 |
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metrics: |
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- type: acc_norm |
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value: 17.33 |
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name: acc_norm |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FSpring_Dusk-8B-SCE |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: MMLU-PRO (5-shot) |
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type: TIGER-Lab/MMLU-Pro |
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config: main |
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split: test |
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args: |
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num_few_shot: 5 |
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metrics: |
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- type: acc |
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value: 27.06 |
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name: accuracy |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FSpring_Dusk-8B-SCE |
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name: Open LLM Leaderboard |
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--- |
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# merge |
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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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## Merge Details |
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### Merge Method |
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This model was merged using the [SCE](https://arxiv.org/abs/2408.07990) merge method using [FuseAI/FuseChat-Llama-3.1-8B-SFT](https://huggingface.co/FuseAI/FuseChat-Llama-3.1-8B-SFT) 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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* [johnsutor/Llama-3-8B-Instruct_dare_ties-density-0.9](https://huggingface.co/johnsutor/Llama-3-8B-Instruct_dare_ties-density-0.9) |
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* [refuelai/Llama-3-Refueled](https://huggingface.co/refuelai/Llama-3-Refueled) |
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* [DreadPoor/Derivative-8B-Model_Stock](https://huggingface.co/DreadPoor/Derivative-8B-Model_Stock) |
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* [Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base](https://huggingface.co/Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base) |
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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: refuelai/Llama-3-Refueled |
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- model: johnsutor/Llama-3-8B-Instruct_dare_ties-density-0.9 |
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- model: Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base |
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- model: DreadPoor/Derivative-8B-Model_Stock |
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merge_method: sce |
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base_model: FuseAI/FuseChat-Llama-3.1-8B-SFT |
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parameters: |
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select_topk: 0.3 |
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dtype: bfloat16 |
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``` |
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard) |
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/DreadPoor__Spring_Dusk-8B-SCE-details)! |
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Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=DreadPoor%2FSpring_Dusk-8B-SCE&sort[column]=Average%20%E2%AC%86%EF%B8%8F&sort[direction]=desc)! |
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| Metric |Value (%)| |
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|-------------------|--------:| |
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|**Average** | 26.62| |
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|IFEval (0-Shot) | 65.15| |
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|BBH (3-Shot) | 37.76| |
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|MATH Lvl 5 (4-Shot)| 7.40| |
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|GPQA (0-shot) | 5.03| |
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|MuSR (0-shot) | 17.33| |
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|MMLU-PRO (5-shot) | 27.06| |
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