Adding Evaluation Results
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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Open LLM Leaderboard PR Bot
system
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README.md
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README.md
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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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license: apache-2.0
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datasets:
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datasets:
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- cerebras/SlimPajama-627B
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- cerebras/SlimPajama-627B
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- bigcode/starcoderdata
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- bigcode/starcoderdata
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- HuggingFaceH4/ultrachat_200k
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- HuggingFaceH4/ultrachat_200k
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- HuggingFaceH4/ultrafeedback_binarized
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- HuggingFaceH4/ultrafeedback_binarized
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language:
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- en
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widget:
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widget:
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- example_title: Fibonacci (Python)
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- example_title: Fibonacci (Python)
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messages:
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messages:
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- role: system
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- role: system
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content: You are a chatbot who can help code!
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content: You are a chatbot who can help code!
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- role: user
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- role: user
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content: Write me a function to calculate the first 10 digits of the fibonacci sequence in Python and print it out to the CLI.
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content: Write me a function to calculate the first 10 digits of the fibonacci
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sequence in Python and print it out to the CLI.
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model-index:
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- name: TinyLlama-1.1B-Chat-v1.0
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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: 36.09
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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=TinyLlama/TinyLlama-1.1B-Chat-v1.0
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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: 61.1
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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=TinyLlama/TinyLlama-1.1B-Chat-v1.0
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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: 25.39
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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=TinyLlama/TinyLlama-1.1B-Chat-v1.0
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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: 37.48
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TinyLlama/TinyLlama-1.1B-Chat-v1.0
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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: 61.25
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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=TinyLlama/TinyLlama-1.1B-Chat-v1.0
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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: 2.35
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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=TinyLlama/TinyLlama-1.1B-Chat-v1.0
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name: Open LLM Leaderboard
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---
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---
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<div align="center">
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<div align="center">
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@ -64,3 +168,16 @@ print(outputs[0]["generated_text"])
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# <|assistant|>
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# <|assistant|>
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# ...
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# ...
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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_TinyLlama__TinyLlama-1.1B-Chat-v1.0)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |37.28|
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|AI2 Reasoning Challenge (25-Shot)|36.09|
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|HellaSwag (10-Shot) |61.10|
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|MMLU (5-Shot) |25.39|
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|TruthfulQA (0-shot) |37.48|
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|Winogrande (5-shot) |61.25|
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|GSM8k (5-shot) | 2.35|
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