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--- |
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license: cc-by-nc-4.0 |
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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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base_model: |
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- refuelai/Llama-3-Refueled |
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- cognitivecomputations/dolphin-2.9-llama3-8b |
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- NousResearch/Hermes-2-Theta-Llama-3-8B |
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- NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS |
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- Sao10K/L3-8B-Stheno-v3.2 |
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- cgato/L3-TheSpice-8b-v0.8.3 |
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model-index: |
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- name: ONeil-model_stock-8B |
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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: HuggingFaceH4/ifeval |
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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: 67.86 |
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name: strict accuracy |
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source: |
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url: >- |
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https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/ONeil-model_stock-8B |
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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: BBH |
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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: 36.41 |
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name: normalized accuracy |
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source: |
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url: >- |
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https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/ONeil-model_stock-8B |
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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: hendrycks/competition_math |
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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: 9.21 |
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name: exact match |
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source: |
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url: >- |
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https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/ONeil-model_stock-8B |
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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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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: 7.38 |
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name: acc_norm |
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source: |
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url: >- |
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https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/ONeil-model_stock-8B |
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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: 10.97 |
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name: acc_norm |
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source: |
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url: >- |
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https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/ONeil-model_stock-8B |
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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: 28.87 |
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name: accuracy |
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source: |
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url: >- |
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https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/ONeil-model_stock-8B |
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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 [Sao10K/L3-8B-Stheno-v3.2](https://huggingface.co/Sao10K/L3-8B-Stheno-v3.2) 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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* [refuelai/Llama-3-Refueled](https://huggingface.co/refuelai/Llama-3-Refueled) |
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* [cognitivecomputations/dolphin-2.9-llama3-8b](https://huggingface.co/cognitivecomputations/dolphin-2.9-llama3-8b) |
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* [NousResearch/Hermes-2-Theta-Llama-3-8B](https://huggingface.co/NousResearch/Hermes-2-Theta-Llama-3-8B) |
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* [NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS](https://huggingface.co/NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS) |
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* [cgato/L3-TheSpice-8b-v0.8.3](https://huggingface.co/cgato/L3-TheSpice-8b-v0.8.3) |
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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: cognitivecomputations/dolphin-2.9-llama3-8b |
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- model: cgato/L3-TheSpice-8b-v0.8.3 |
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- model: NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS |
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- model: NousResearch/Hermes-2-Theta-Llama-3-8B |
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merge_method: model_stock |
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base_model: Sao10K/L3-8B-Stheno-v3.2 |
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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/details_DreadPoor__ONeil-model_stock-8B) |
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| Metric |Value| |
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|-------------------|----:| |
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|Avg. |26.78| |
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|IFEval (0-Shot) |67.86| |
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|BBH (3-Shot) |36.41| |
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|MATH Lvl 5 (4-Shot)| 9.21| |
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|GPQA (0-shot) | 7.38| |
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|MuSR (0-shot) |10.97| |
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|MMLU-PRO (5-shot) |28.87| |
