README.md

metadata

language:
  - en
license: cc-by-nc-sa-4.0
pipeline_tag: text-generation
model-index:
  - name: Merge_Sakura_Solar
    results:
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: AI2 Reasoning Challenge (25-Shot)
          type: ai2_arc
          config: ARC-Challenge
          split: test
          args:
            num_few_shot: 25
        metrics:
          - type: acc_norm
            value: 70.73
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: HellaSwag (10-Shot)
          type: hellaswag
          split: validation
          args:
            num_few_shot: 10
        metrics:
          - type: acc_norm
            value: 88.51
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: MMLU (5-Shot)
          type: cais/mmlu
          config: all
          split: test
          args:
            num_few_shot: 5
        metrics:
          - type: acc
            value: 66.03
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: TruthfulQA (0-shot)
          type: truthful_qa
          config: multiple_choice
          split: validation
          args:
            num_few_shot: 0
        metrics:
          - type: mc2
            value: 72.21
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: Winogrande (5-shot)
          type: winogrande
          config: winogrande_xl
          split: validation
          args:
            num_few_shot: 5
        metrics:
          - type: acc
            value: 82.72
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: GSM8k (5-shot)
          type: gsm8k
          config: main
          split: test
          args:
            num_few_shot: 5
        metrics:
          - type: acc
            value: 63.99
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar
          name: Open LLM Leaderboard

Explanation

• Merged three models using mergekit (dare_ties)

Models

• Sakura-SOLAR-Instruct
• Sakura-SOLRCA-Math-Instruct-DPO-v2
• Sakura-SOLRCA-Instruct-DPO

Score

Average	ARC	HellaSwag	MMLU	TruthfulQA	Winogrande	GSM8K
74.03	70.73	88.51	66.03	72.21	82.72	63.99

Original Author's HuggingFace profile

• kyujinpy

License

• Following the license written at the author's space

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	74.03
AI2 Reasoning Challenge (25-Shot)	70.73
HellaSwag (10-Shot)	88.51
MMLU (5-Shot)	66.03
TruthfulQA (0-shot)	72.21
Winogrande (5-shot)	82.72
GSM8k (5-shot)	63.99