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Adding Evaluation Results
Browse filesThis is an automated PR created with https://huggingface.co/spaces/Weyaxi/open-llm-leaderboard-results-pr
The purpose of this PR is to add evaluation results from the Open LLM Leaderboard to your model card.
If you encounter any issues, please report them to https://huggingface.co/spaces/Weyaxi/open-llm-leaderboard-results-pr/discussions
README.md
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---
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-
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license: apache-2.0
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datasets:
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- teknium/openhermes
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- argilla/ultrafeedback-binarized-preferences
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- Intel/orca_dpo_pairs
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- en
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library_name: transformers
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pipeline_tag: text-generation
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---
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# DPOpenHermes 7B
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@@ -158,3 +261,17 @@ Average: 0.7422
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|truthfulqa_mc| 1|mc1 |0.3941|_ |0.0171|
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| | |mc2 |0.5698|_ |0.0154|
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```
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---
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language:
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- en
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license: apache-2.0
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library_name: transformers
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datasets:
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- teknium/openhermes
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- argilla/ultrafeedback-binarized-preferences
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- Intel/orca_dpo_pairs
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base_model: teknium/OpenHermes-2.5-Mistral-7B
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pipeline_tag: text-generation
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model-index:
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- name: DPOpenHermes-7B
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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: 65.96
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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=openaccess-ai-collective/DPOpenHermes-7B
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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: 85.9
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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=openaccess-ai-collective/DPOpenHermes-7B
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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: 63.98
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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=openaccess-ai-collective/DPOpenHermes-7B
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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: 56.92
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=openaccess-ai-collective/DPOpenHermes-7B
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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: 78.22
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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=openaccess-ai-collective/DPOpenHermes-7B
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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: 54.81
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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=openaccess-ai-collective/DPOpenHermes-7B
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name: Open LLM Leaderboard
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---
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# DPOpenHermes 7B
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|truthfulqa_mc| 1|mc1 |0.3941|_ |0.0171|
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| | |mc2 |0.5698|_ |0.0154|
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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_openaccess-ai-collective__DPOpenHermes-7B)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |67.63|
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|AI2 Reasoning Challenge (25-Shot)|65.96|
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|HellaSwag (10-Shot) |85.90|
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|MMLU (5-Shot) |63.98|
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|TruthfulQA (0-shot) |56.92|
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|Winogrande (5-shot) |78.22|
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|GSM8k (5-shot) |54.81|
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