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Adding Evaluation Results

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This 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

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  1. README.md +121 -5
README.md CHANGED
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  ---
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- base_model: teknium/OpenHermes-2.5-Mistral-7B
 
 
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  tags:
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  - mistral
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  - instruct
@@ -10,11 +12,112 @@ tags:
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  - distillation
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  - dpo
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  - rlhf
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- license: apache-2.0
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- language:
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- - en
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  datasets:
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  - unalignment/toxic-dpo-v0.1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  <img src="https://cdn-uploads.huggingface.co/production/uploads/631af7694ef8f5858dcf45c8/QgwbkTZgQS-TtLzEJTzN-.png" width="600" >
@@ -88,4 +191,17 @@ print(sequences[0]['generated_text'])
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  **DPOTrainer**:
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  * beta=0.1
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  * max_prompt_length=1024
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- * max_length=1536
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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  tags:
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  - mistral
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  - instruct
 
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  - distillation
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  - dpo
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  - rlhf
 
 
 
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  datasets:
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  - unalignment/toxic-dpo-v0.1
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+ base_model: teknium/OpenHermes-2.5-Mistral-7B
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+ model-index:
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+ - name: ToxicHermes-2.5-Mistral-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: 64.59
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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=joey00072/ToxicHermes-2.5-Mistral-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: 83.75
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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=joey00072/ToxicHermes-2.5-Mistral-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: 63.67
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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=joey00072/ToxicHermes-2.5-Mistral-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: 50.84
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+ source:
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+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=joey00072/ToxicHermes-2.5-Mistral-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: 77.9
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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=joey00072/ToxicHermes-2.5-Mistral-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: 17.36
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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=joey00072/ToxicHermes-2.5-Mistral-7B
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+ name: Open LLM Leaderboard
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  ---
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  <img src="https://cdn-uploads.huggingface.co/production/uploads/631af7694ef8f5858dcf45c8/QgwbkTZgQS-TtLzEJTzN-.png" width="600" >
 
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  **DPOTrainer**:
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  * beta=0.1
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  * max_prompt_length=1024
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+ * max_length=1536
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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_joey00072__ToxicHermes-2.5-Mistral-7B)
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+
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+ | Metric |Value|
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+ |---------------------------------|----:|
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+ |Avg. |59.69|
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+ |AI2 Reasoning Challenge (25-Shot)|64.59|
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+ |HellaSwag (10-Shot) |83.75|
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+ |MMLU (5-Shot) |63.67|
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+ |TruthfulQA (0-shot) |50.84|
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+ |Winogrande (5-shot) |77.90|
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+ |GSM8k (5-shot) |17.36|
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+