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stabilityai
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stablelm-2-1_6b

Text Generation
Transformers
Safetensors
7 languages
stablelm
causal-lm
Inference Endpoints
12 papers
Model card Files Community
11
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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.

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  1. README.md +125 -8
README.md CHANGED
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  ---
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- license: other
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- datasets:
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- - tiiuae/falcon-refinedweb
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- - togethercomputer/RedPajama-Data-1T
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- - uonlp/CulturaX
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- - CarperAI/pilev2-dev
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- - bigcode/starcoderdata
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- - DataProvenanceInitiative/Commercially-Verified-Licenses
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  language:
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  - en
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  - de
@@ -15,8 +7,119 @@ language:
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  - it
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  - nl
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  - pt
 
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  tags:
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  - causal-lm
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # `Stable LM 2 1.6B`
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@@ -135,3 +238,17 @@ As a base model, this model may exhibit unreliable, unsafe, or other undesirable
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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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  - de
 
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  - it
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  - nl
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  - pt
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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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+ - tiiuae/falcon-refinedweb
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+ - togethercomputer/RedPajama-Data-1T
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+ - uonlp/CulturaX
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+ - CarperAI/pilev2-dev
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+ - bigcode/starcoderdata
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+ - DataProvenanceInitiative/Commercially-Verified-Licenses
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+ model-index:
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+ - name: stablelm-2-1_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: 43.34
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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-2-1_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: 70.45
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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-2-1_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: 38.95
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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-2-1_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: 36.78
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+ source:
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+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-2-1_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: 64.56
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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-2-1_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: 17.44
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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-2-1_6b
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+ name: Open LLM Leaderboard
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  ---
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  # `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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+ # [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-2-1_6b)
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+
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+ | Metric |Value|
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+ |---------------------------------|----:|
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+ |Avg. |45.25|
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+ |AI2 Reasoning Challenge (25-Shot)|43.34|
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+ |HellaSwag (10-Shot) |70.45|
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+ |MMLU (5-Shot) |38.95|
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+ |TruthfulQA (0-shot) |36.78|
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+ |Winogrande (5-shot) |64.56|
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+ |GSM8k (5-shot) |17.44|
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+