Adding Evaluation Results
#3
by
leaderboard-pr-bot
- opened
README.md
CHANGED
@@ -1,5 +1,4 @@
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---
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base_model: mlabonne/NeuralMarcoro14-7B
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license: apache-2.0
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tags:
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- mlabonne/NeuralMarcoro14-7B
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@@ -9,6 +8,110 @@ tags:
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- mistral
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datasets:
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- hromi/winograd_dpo_basic
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---
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![](https://wizzion.com/sojka.jpg)
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@@ -68,4 +171,17 @@ Originally I planned to call the model "ContaminatedWine" but then I had a nice
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# Thanks
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Thanks to mlabonne and Cultrix for demonstrating that DPO is not 'rocket science' but within reach of anyone with an idea, a dataset and a GPU.
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And thanks to [unslothai](https://github.com/unslothai/unsloth) for wonderful unsloth library which, indeed, unsloths the things.
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---
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license: apache-2.0
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tags:
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- mlabonne/NeuralMarcoro14-7B
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- mistral
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datasets:
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- hromi/winograd_dpo_basic
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base_model: mlabonne/NeuralMarcoro14-7B
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model-index:
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- name: Garrulus
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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: 73.29
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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=udkai/Garrulus
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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: 88.87
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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=udkai/Garrulus
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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: 64.57
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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=udkai/Garrulus
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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: 68.23
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=udkai/Garrulus
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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: 91.48
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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=udkai/Garrulus
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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: 64.52
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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=udkai/Garrulus
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name: Open LLM Leaderboard
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---
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![](https://wizzion.com/sojka.jpg)
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# Thanks
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Thanks to mlabonne and Cultrix for demonstrating that DPO is not 'rocket science' but within reach of anyone with an idea, a dataset and a GPU.
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+
And thanks to [unslothai](https://github.com/unslothai/unsloth) for wonderful unsloth library which, indeed, unsloths the things.
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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_udkai__Garrulus)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |75.16|
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|AI2 Reasoning Challenge (25-Shot)|73.29|
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|HellaSwag (10-Shot) |88.87|
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|MMLU (5-Shot) |64.57|
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|TruthfulQA (0-shot) |68.23|
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|Winogrande (5-shot) |91.48|
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|GSM8k (5-shot) |64.52|
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