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--- |
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base_model: |
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- Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base |
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- kloodia/lora-8b-medic |
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- mlabonne/Hermes-3-Llama-3.1-8B-lorablated |
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- kloodia/lora-8b-physic |
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- bluuwhale/L3-SthenoMaid-8B-V1 |
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- kik41/lora-formality-informal-llama-3-8b |
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- Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B |
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- kik41/lora-sarcasm-more-llama-3-8b-v2 |
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- VAGOsolutions/Llama-3.1-SauerkrautLM-8b-Instruct |
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- kloodia/lora-8b-math |
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- SicariusSicariiStuff/Impish_Mind_8B |
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- kik41/lora-type-expository-llama-3-8b-v2 |
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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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license: llama3.1 |
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model-index: |
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- name: Wannabe-8B-Model_Stock |
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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: 72.05 |
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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%2FWannabe-8B-Model_Stock |
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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: 34.28 |
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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%2FWannabe-8B-Model_Stock |
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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: 17.6 |
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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%2FWannabe-8B-Model_Stock |
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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: 6.82 |
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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%2FWannabe-8B-Model_Stock |
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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: 12.32 |
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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%2FWannabe-8B-Model_Stock |
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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: 31.45 |
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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%2FWannabe-8B-Model_Stock |
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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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [bluuwhale/L3-SthenoMaid-8B-V1](https://huggingface.co/bluuwhale/L3-SthenoMaid-8B-V1) + [kik41/lora-formality-informal-llama-3-8b](https://huggingface.co/kik41/lora-formality-informal-llama-3-8b) 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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* [Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base](https://huggingface.co/Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base) + [kloodia/lora-8b-medic](https://huggingface.co/kloodia/lora-8b-medic) |
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* [mlabonne/Hermes-3-Llama-3.1-8B-lorablated](https://huggingface.co/mlabonne/Hermes-3-Llama-3.1-8B-lorablated) + [kloodia/lora-8b-physic](https://huggingface.co/kloodia/lora-8b-physic) |
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* [Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B) + [kik41/lora-sarcasm-more-llama-3-8b-v2](https://huggingface.co/kik41/lora-sarcasm-more-llama-3-8b-v2) |
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* [VAGOsolutions/Llama-3.1-SauerkrautLM-8b-Instruct](https://huggingface.co/VAGOsolutions/Llama-3.1-SauerkrautLM-8b-Instruct) + [kloodia/lora-8b-math](https://huggingface.co/kloodia/lora-8b-math) |
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* [SicariusSicariiStuff/Impish_Mind_8B](https://huggingface.co/SicariusSicariiStuff/Impish_Mind_8B) + [kik41/lora-type-expository-llama-3-8b-v2](https://huggingface.co/kik41/lora-type-expository-llama-3-8b-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: VAGOsolutions/Llama-3.1-SauerkrautLM-8b-Instruct+kloodia/lora-8b-math |
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- model: Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base+kloodia/lora-8b-medic |
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- model: mlabonne/Hermes-3-Llama-3.1-8B-lorablated+kloodia/lora-8b-physic |
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- model: Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B+kik41/lora-sarcasm-more-llama-3-8b-v2 |
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- model: SicariusSicariiStuff/Impish_Mind_8B+kik41/lora-type-expository-llama-3-8b-v2 |
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merge_method: model_stock |
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base_model: bluuwhale/L3-SthenoMaid-8B-V1+kik41/lora-formality-informal-llama-3-8b |
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normalize: false |
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int8_mask: true |
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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__Wannabe-8B-Model_Stock-details)! |
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Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=DreadPoor%2FWannabe-8B-Model_Stock&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** | 29.09| |
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|IFEval (0-Shot) | 72.05| |
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|BBH (3-Shot) | 34.28| |
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|MATH Lvl 5 (4-Shot)| 17.60| |
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|GPQA (0-shot) | 6.82| |
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|MuSR (0-shot) | 12.32| |
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|MMLU-PRO (5-shot) | 31.45| |
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