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phi-2-openhermes-30k

Text Generation
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phi
nlp
code
custom_code
Eval Results
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Adding Evaluation Results (#1)

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- Adding Evaluation Results (73416ba4672b32b1f81f45f499b1b2c4ab333fce)


Co-authored-by: Open LLM Leaderboard PR Bot <leaderboard-pr-bot@users.noreply.huggingface.co>

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  1. README.md +118 -1
README.md CHANGED
@@ -6,10 +6,113 @@ tags:
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  - nlp
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  - code
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  - mlx
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- license_link: https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE
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  datasets:
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  - teknium/openhermes
 
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  pipeline_tag: text-generation
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # marcel/phi-2-openhermes-30k
@@ -48,3 +151,17 @@ outputs = model.generate(
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  )
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  print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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  ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - nlp
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  - code
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  - mlx
 
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  datasets:
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  - teknium/openhermes
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+ license_link: https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE
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  pipeline_tag: text-generation
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+ model-index:
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+ - name: phi-2-openhermes-30k
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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: 61.01
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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=marcel/phi-2-openhermes-30k
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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: 74.72
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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=marcel/phi-2-openhermes-30k
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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: 57.17
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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=marcel/phi-2-openhermes-30k
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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: 45.38
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+ source:
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+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=marcel/phi-2-openhermes-30k
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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: 74.9
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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=marcel/phi-2-openhermes-30k
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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: 49.05
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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=marcel/phi-2-openhermes-30k
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+ name: Open LLM Leaderboard
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  ---
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  # marcel/phi-2-openhermes-30k
 
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  )
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  print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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  ```
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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_marcel__phi-2-openhermes-30k)
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+
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+ | Metric |Value|
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+ |---------------------------------|----:|
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+ |Avg. |60.37|
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+ |AI2 Reasoning Challenge (25-Shot)|61.01|
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+ |HellaSwag (10-Shot) |74.72|
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+ |MMLU (5-Shot) |57.17|
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+ |TruthfulQA (0-shot) |45.38|
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+ |Winogrande (5-shot) |74.90|
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+ |GSM8k (5-shot) |49.05|
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+