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--- |
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base_model: |
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- nvidia/Llama-3.1-Nemotron-70B-Instruct-HF |
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- meta-llama/Llama-3.1-70B-Instruct |
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- ValiantLabs/Llama3.1-70B-ShiningValiant2 |
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language: |
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- en |
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library_name: transformers |
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license: llama3.1 |
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tags: |
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- llama |
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- llama3.1 |
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- llama3 |
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- meta |
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- 70b |
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- science |
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- physics |
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- biology |
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- chemistry |
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- compsci |
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- computer-science |
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- engineering |
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- logic |
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- rationality |
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- advanced |
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- expert |
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- technical |
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- conversational |
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- chat |
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- instruct |
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- mergekit |
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- merge |
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pipeline_tag: text-generation |
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model_type: llama |
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model-index: |
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- name: sequelbox/Llama3.1-70B-PlumChat |
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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: Winogrande (5-Shot) |
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type: Winogrande |
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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: 85.00 |
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name: acc |
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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: ARC Challenge (25-Shot) |
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type: arc-challenge |
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args: |
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num_few_shot: 25 |
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metrics: |
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- type: acc_norm |
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value: 67.41 |
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name: normalized accuracy |
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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 College Biology (5-Shot) |
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type: MMLU |
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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: 93.75 |
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name: acc |
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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 High School Biology (5-Shot) |
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type: MMLU |
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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: 91.94 |
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name: acc |
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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 Conceptual Physics (5-Shot) |
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type: MMLU |
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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: 82.13 |
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name: acc |
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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 College Physics (5-Shot) |
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type: MMLU |
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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: 60.78 |
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name: acc |
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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 High School Physics (5-Shot) |
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type: MMLU |
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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: 62.25 |
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name: acc |
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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 College Chemistry (5-Shot) |
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type: MMLU |
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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: 56.00 |
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name: acc |
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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 High School Chemistry (5-Shot) |
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type: MMLU |
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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: 73.40 |
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name: acc |
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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 Astronomy (5-Shot) |
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type: MMLU |
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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: 89.47 |
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name: acc |
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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 College Computer Science (5-Shot) |
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type: MMLU |
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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: 64.00 |
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name: acc |
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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 High School Computer Science (5-Shot) |
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type: MMLU |
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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: 90.00 |
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name: acc |
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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: 56.16 |
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name: strict accuracy |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sequelbox/Llama3.1-8B-PlumChat |
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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: 52.81 |
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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?query=sequelbox/Llama3.1-8B-PlumChat |
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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: 29.98 |
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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?query=sequelbox/Llama3.1-8B-PlumChat |
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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: 18.79 |
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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?query=sequelbox/Llama3.1-8B-PlumChat |
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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: 20.14 |
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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?query=sequelbox/Llama3.1-8B-PlumChat |
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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: 46.26 |
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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?query=sequelbox/Llama3.1-8B-PlumChat |
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name: Open LLM Leaderboard |
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|
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--- |
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# PlumChat 70b |
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|
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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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|
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## Merge Details |
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|
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Shining Valiant 2 + Nemotron for high quality general chat, science-instruct, and complex query performance. |
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|
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### Merge Method |
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This model was merged using the della merge method using [meta-llama/Llama-3.1-70B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-70B-Instruct) as a base. |
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|
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### Models Merged |
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|
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The following models were included in the merge: |
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* [nvidia/Llama-3.1-Nemotron-70B-Instruct-HF](https://huggingface.co/nvidia/Llama-3.1-Nemotron-70B-Instruct-HF) |
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* [ValiantLabs/Llama3.1-70B-ShiningValiant2](https://huggingface.co/ValiantLabs/Llama3.1-70B-ShiningValiant2) |
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|
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### Configuration |
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|
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The following YAML configuration was used to produce this model: |
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|
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```yaml |
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merge_method: della |
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dtype: bfloat16 |
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parameters: |
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normalize: true |
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models: |
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- model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF |
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parameters: |
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density: 0.5 |
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weight: 0.3 |
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- model: ValiantLabs/Llama3.1-70B-ShiningValiant2 |
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parameters: |
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density: 0.5 |
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weight: 0.25 |
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base_model: meta-llama/Llama-3.1-70B-Instruct |
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|
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``` |
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