Albacus / README.md
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metadata
license: mit
library_name: transformers
tags:
  - mergekit
  - merge
base_model:
  - ClaudioItaly/Evolutionstory-7B-v2.2
model-index:
  - name: Albacus
    results:
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: IFEval (0-Shot)
          type: HuggingFaceH4/ifeval
          args:
            num_few_shot: 0
        metrics:
          - type: inst_level_strict_acc and prompt_level_strict_acc
            value: 46.67
            name: strict accuracy
        source:
          url: >-
            https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=ClaudioItaly/Albacus
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: BBH (3-Shot)
          type: BBH
          args:
            num_few_shot: 3
        metrics:
          - type: acc_norm
            value: 31.64
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=ClaudioItaly/Albacus
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: MATH Lvl 5 (4-Shot)
          type: hendrycks/competition_math
          args:
            num_few_shot: 4
        metrics:
          - type: exact_match
            value: 6.42
            name: exact match
        source:
          url: >-
            https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=ClaudioItaly/Albacus
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: GPQA (0-shot)
          type: Idavidrein/gpqa
          args:
            num_few_shot: 0
        metrics:
          - type: acc_norm
            value: 2.91
            name: acc_norm
        source:
          url: >-
            https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=ClaudioItaly/Albacus
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: MuSR (0-shot)
          type: TAUR-Lab/MuSR
          args:
            num_few_shot: 0
        metrics:
          - type: acc_norm
            value: 10.66
            name: acc_norm
        source:
          url: >-
            https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=ClaudioItaly/Albacus
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: MMLU-PRO (5-shot)
          type: TIGER-Lab/MMLU-Pro
          config: main
          split: test
          args:
            num_few_shot: 5
        metrics:
          - type: acc
            value: 24.05
            name: accuracy
        source:
          url: >-
            https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=ClaudioItaly/Albacus
          name: Open LLM Leaderboard

merge

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the passthrough merge method.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:


  slices:
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 0
          - 4
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 3
          - 4
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 4
          - 8
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 7
          - 8
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 8
          - 12
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 11
          - 12
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 12
          - 16
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 15
          - 16
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 16
          - 20
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 19
          - 20
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 20
          - 24
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 23
          - 24
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 24
          - 28
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 27
          - 28
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 28
          - 32
  - sources:
      - model: ClaudioItaly/Evolutionstory-7B-v2.2
        layer_range:
          - 31
          - 32
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  merge_method: passthrough
  dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 20.39
IFEval (0-Shot) 46.67
BBH (3-Shot) 31.64
MATH Lvl 5 (4-Shot) 6.42
GPQA (0-shot) 2.91
MuSR (0-shot) 10.66
MMLU-PRO (5-shot) 24.05