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Adding Evaluation Results (#1)
Browse files- Adding Evaluation Results (880410b7e8d2dbfac0b2b7a38d23e7b9167d65ca)
Co-authored-by: Open LLM Leaderboard PR Bot <[email protected]>
README.md
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---
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license: other
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license_name: gemma-terms-of-use
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license_link: https://ai.google.dev/gemma/terms
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datasets:
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- vicgalle/alpaca-gpt4
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- abhinand/tamil-alpaca
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- ta
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base_model: abhinand/gemma-2b-tamil
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---
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# Gemma 2B Tamil v0.1 Alpha [Experimental Release]
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- [Abhinand Balachandran](https://www.linkedin.com/in/abhinand-05/)
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We hope this model serves as a valuable tool in your NLP toolkit and look forward to seeing the advancements it will enable in the understanding and generation of the Tamil language.
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---
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language:
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- en
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- ta
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license: other
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datasets:
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- vicgalle/alpaca-gpt4
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- abhinand/tamil-alpaca
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license_name: gemma-terms-of-use
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license_link: https://ai.google.dev/gemma/terms
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base_model: abhinand/gemma-2b-tamil
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model-index:
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- name: gemma-2b-it-tamil-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: 50.09
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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=abhinand/gemma-2b-it-tamil-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: 71.41
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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=abhinand/gemma-2b-it-tamil-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: 39.94
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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=abhinand/gemma-2b-it-tamil-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: 42.63
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=abhinand/gemma-2b-it-tamil-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: 64.96
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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=abhinand/gemma-2b-it-tamil-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: 16.6
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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=abhinand/gemma-2b-it-tamil-v0.1-alpha
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name: Open LLM Leaderboard
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---
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# Gemma 2B Tamil v0.1 Alpha [Experimental Release]
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- [Abhinand Balachandran](https://www.linkedin.com/in/abhinand-05/)
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We hope this model serves as a valuable tool in your NLP toolkit and look forward to seeing the advancements it will enable in the understanding and generation of the Tamil language.
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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_abhinand__gemma-2b-it-tamil-v0.1-alpha)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |47.60|
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|AI2 Reasoning Challenge (25-Shot)|50.09|
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|HellaSwag (10-Shot) |71.41|
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|MMLU (5-Shot) |39.94|
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|TruthfulQA (0-shot) |42.63|
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|Winogrande (5-shot) |64.96|
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|GSM8k (5-shot) |16.60|
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