Adding Evaluation Results
#18
by
leaderboard-pr-bot
- opened
README.md
CHANGED
@@ -1,4 +1,9 @@
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---
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datasets:
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- HuggingFaceH4/ultrachat_200k
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- allenai/ultrafeedback_binarized_cleaned
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- LDJnr/Capybara
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- Intel/orca_dpo_pairs
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- hkust-nlp/deita-10k-v0
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language:
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- en
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tags:
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- causal-lm
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extra_gated_fields:
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Name: text
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Email: text
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Country: text
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Organization or Affiliation: text
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I ALLOW Stability AI to email me about new model releases: checkbox
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---
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# `StableLM 2 Zephyr 1.6B`
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@@ -155,4 +258,17 @@ Finally, do not use the models if they are unsuitable for your application, or f
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title={Stable LM 2 1.6B},
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author={Stability AI Language Team}
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}
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```
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---
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language:
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- en
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license: other
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tags:
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- causal-lm
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datasets:
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- HuggingFaceH4/ultrachat_200k
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- allenai/ultrafeedback_binarized_cleaned
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- LDJnr/Capybara
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- Intel/orca_dpo_pairs
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- hkust-nlp/deita-10k-v0
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extra_gated_fields:
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Name: text
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Email: text
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Country: text
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Organization or Affiliation: text
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I ALLOW Stability AI to email me about new model releases: checkbox
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model-index:
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- name: stablelm-2-zephyr-1_6b
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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: 43.69
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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=stabilityai/stablelm-2-zephyr-1_6b
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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: 69.3
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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=stabilityai/stablelm-2-zephyr-1_6b
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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: 42.03
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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=stabilityai/stablelm-2-zephyr-1_6b
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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: 45.11
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-2-zephyr-1_6b
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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: 64.48
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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=stabilityai/stablelm-2-zephyr-1_6b
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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: 35.33
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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=stabilityai/stablelm-2-zephyr-1_6b
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name: Open LLM Leaderboard
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---
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# `StableLM 2 Zephyr 1.6B`
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title={Stable LM 2 1.6B},
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author={Stability AI Language Team}
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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_stabilityai__stablelm-2-zephyr-1_6b)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |49.99|
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|AI2 Reasoning Challenge (25-Shot)|43.69|
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|HellaSwag (10-Shot) |69.30|
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|MMLU (5-Shot) |42.03|
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|TruthfulQA (0-shot) |45.11|
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|Winogrande (5-shot) |64.48|
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|GSM8k (5-shot) |35.33|
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