Adding Evaluation Results
#1
by
leaderboard-pr-bot
- opened
README.md
CHANGED
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---
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datasets:
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- Open-Orca/OpenOrca
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language:
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- zh
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- en
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library_name: transformers
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pipeline_tag: text-generation
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license: other
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license_name: tongyi-qianwen-research
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license_link:
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---
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# πβ Introducing Quark Series: Empowering Edge Devices with Swift Bilingual Conversational AI
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@@ -29,4 +131,17 @@ Quark models focus on delivering exceptional English and Chinese conversational
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# π Disclaimer
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As an alpha preview release without RLHF fine-tuning, we do not take responsibility for potentially harmful responses and are committed to continuous improvement based on user feedback and research.
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# π₯ Join [Our Discord community](https://discord.gg/ATfjwje3)!
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---
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language:
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- zh
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- en
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license: other
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library_name: transformers
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datasets:
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- Open-Orca/OpenOrca
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pipeline_tag: text-generation
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license_name: tongyi-qianwen-research
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license_link: https://huggingface.co/Qwen/Qwen1.5-32B/blob/main/LICENSE
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model-index:
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- name: Quark-464M-v0.1.alpha
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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: 31.4
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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=raincandy-u/Quark-464M-v0.1.alpha
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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: 47.31
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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=raincandy-u/Quark-464M-v0.1.alpha
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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: 34.55
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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=raincandy-u/Quark-464M-v0.1.alpha
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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: 41.84
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=raincandy-u/Quark-464M-v0.1.alpha
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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: 55.17
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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=raincandy-u/Quark-464M-v0.1.alpha
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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: 3.79
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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=raincandy-u/Quark-464M-v0.1.alpha
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name: Open LLM Leaderboard
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---
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# πβ Introducing Quark Series: Empowering Edge Devices with Swift Bilingual Conversational AI
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# π Disclaimer
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As an alpha preview release without RLHF fine-tuning, we do not take responsibility for potentially harmful responses and are committed to continuous improvement based on user feedback and research.
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+
# π₯ Join [Our Discord community](https://discord.gg/ATfjwje3)!
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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_raincandy-u__Quark-464M-v0.1.alpha)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |35.68|
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|AI2 Reasoning Challenge (25-Shot)|31.40|
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|HellaSwag (10-Shot) |47.31|
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|MMLU (5-Shot) |34.55|
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|TruthfulQA (0-shot) |41.84|
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|Winogrande (5-shot) |55.17|
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|GSM8k (5-shot) | 3.79|
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