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--- |
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base_model: |
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- rombodawg/Rombos-LLM-V2.5-Qwen-7b |
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- suayptalha/Clarus-7B-v0.1 |
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- gz987/qwen2.5-7b-cabs-v0.3 |
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- prithivMLmods/WebMind-7B-v0.1 |
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- fblgit/cybertron-v4-qw7B-MGS |
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- Xiaojian9992024/Qwen2.5-THREADRIPPER-Small |
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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: Qwen2.5-Dyanka-7B-Preview |
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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: 76.4 |
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name: averaged 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#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview |
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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: 36.62 |
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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#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview |
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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: 48.79 |
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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#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview |
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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: 8.95 |
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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#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview |
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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: 15.51 |
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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#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview |
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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: 37.51 |
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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#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview |
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name: Open LLM Leaderboard |
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license: apache-2.0 |
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--- |
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.png) |
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [gz987/qwen2.5-7b-cabs-v0.3](https://huggingface.co/gz987/qwen2.5-7b-cabs-v0.3) 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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* [rombodawg/Rombos-LLM-V2.5-Qwen-7b](https://huggingface.co/rombodawg/Rombos-LLM-V2.5-Qwen-7b) |
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* [suayptalha/Clarus-7B-v0.1](https://huggingface.co/suayptalha/Clarus-7B-v0.1) |
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* [prithivMLmods/WebMind-7B-v0.1](https://huggingface.co/prithivMLmods/WebMind-7B-v0.1) |
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* [fblgit/cybertron-v4-qw7B-MGS](https://huggingface.co/fblgit/cybertron-v4-qw7B-MGS) |
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* [Xiaojian9992024/Qwen2.5-THREADRIPPER-Small](https://huggingface.co/Xiaojian9992024/Qwen2.5-THREADRIPPER-Small) |
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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: gz987/qwen2.5-7b-cabs-v0.3 |
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#no parameters necessary for base model |
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- model: suayptalha/Clarus-7B-v0.1 |
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parameters: |
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density: 0.2 |
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weight: 0.2 |
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- model: Xiaojian9992024/Qwen2.5-THREADRIPPER-Small |
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parameters: |
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density: 0.2 |
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weight: 0.2 |
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- model: rombodawg/Rombos-LLM-V2.5-Qwen-7b |
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parameters: |
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density: 0.2 |
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weight: 0.2 |
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- model: prithivMLmods/WebMind-7B-v0.1 |
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parameters: |
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density: 0.2 |
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weight: 0.2 |
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- model: fblgit/cybertron-v4-qw7B-MGS |
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parameters: |
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density: 0.2 |
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weight: 0.2 |
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merge_method: ties |
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base_model: gz987/qwen2.5-7b-cabs-v0.3 |
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parameters: |
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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/Xiaojian9992024__Qwen2.5-Dyanka-7B-Preview-details)! |
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Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview&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** | 37.30| |
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|IFEval (0-Shot) | 76.40| |
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|BBH (3-Shot) | 36.62| |
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|MATH Lvl 5 (4-Shot)| 48.79| |
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|GPQA (0-shot) | 8.95| |
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|MuSR (0-shot) | 15.51| |
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|MMLU-PRO (5-shot) | 37.51| |