160 lines
4.3 KiB
Markdown
160 lines
4.3 KiB
Markdown
---
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license: apache-2.0
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tags:
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- mergekit
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- moe
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base_model:
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- nbeerbower/bruphin-epsilon
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- FelixChao/WestSeverus-7B-DPO-v2
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- jondurbin/airoboros-m-7b-3.1.2
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model-index:
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- name: SuperBruphin-3x7B
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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: AI2 Reasoning Challenge (25-Shot)
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type: ai2_arc
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config: ARC-Challenge
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split: test
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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: 71.16
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B
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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: HellaSwag (10-Shot)
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type: hellaswag
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split: validation
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args:
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num_few_shot: 10
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metrics:
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- type: acc_norm
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value: 87.74
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B
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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 (5-Shot)
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type: cais/mmlu
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config: all
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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: 64.58
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B
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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: TruthfulQA (0-shot)
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type: truthful_qa
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config: multiple_choice
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split: validation
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args:
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num_few_shot: 0
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metrics:
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- type: mc2
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value: 66.85
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B
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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: Winogrande (5-shot)
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type: winogrande
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config: winogrande_xl
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split: validation
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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: 81.53
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B
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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: GSM8k (5-shot)
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type: gsm8k
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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: 70.66
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B
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name: Open LLM Leaderboard
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---
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# SuperBruphin-3x7B
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This is an experimental MoE model created using [mergekit](https://github.com/cg123/mergekit). (mixtral branch)
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### Models Merged
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The following models were included in the merge:
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* [nbeerbower/bruphin-epsilon](https://huggingface.co/nbeerbower/bruphin-epsilon)
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* [FelixChao/WestSeverus-7B-DPO-v2](https://huggingface.co/FelixChao/WestSeverus-7B-DPO-v2)
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* [jondurbin/airoboros-m-7b-3.1.2](https://huggingface.co/jondurbin/airoboros-m-7b-3.1.2)
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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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base_model: nbeerbower/bruphin-epsilon
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gate_mode: hidden
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dtype: bfloat16
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experts:
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- source_model: nbeerbower/bruphin-epsilon
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positive_prompts:
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- "Tell a story."
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- source_model: FelixChao/WestSeverus-7B-DPO-v2
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positive_prompts:
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- "Solve this problem."
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- source_model: jondurbin/airoboros-m-7b-3.1.2
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positive_prompts:
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- "Write a letter."
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```
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_nbeerbower__SuperBruphin-3x7B)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |73.75|
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|AI2 Reasoning Challenge (25-Shot)|71.16|
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|HellaSwag (10-Shot) |87.74|
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|MMLU (5-Shot) |64.58|
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|TruthfulQA (0-shot) |66.85|
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|Winogrande (5-shot) |81.53|
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|GSM8k (5-shot) |70.66|
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