README.md

metadata

base_model:
  - DreadPoor/Rusted_Gold-8B-LINEAR
  - DreadPoor/H_the_eighth-8B-LINEAR
  - DreadPoor/Spring_Dusk-8B-SCE
  - DreadPoor/Aurora_faustus-8B-LINEAR
library_name: transformers
tags:
  - mergekit
  - merge
model-index:
  - name: inexpertus_1.2-8B-LINEAR
    results:
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: IFEval (0-Shot)
          type: wis-k/instruction-following-eval
          split: train
          args:
            num_few_shot: 0
        metrics:
          - type: inst_level_strict_acc and prompt_level_strict_acc
            value: 73.48
            name: averaged accuracy
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus_1.2-8B-LINEAR
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: BBH (3-Shot)
          type: SaylorTwift/bbh
          split: test
          args:
            num_few_shot: 3
        metrics:
          - type: acc_norm
            value: 36.06
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus_1.2-8B-LINEAR
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: MATH Lvl 5 (4-Shot)
          type: lighteval/MATH-Hard
          split: test
          args:
            num_few_shot: 4
        metrics:
          - type: exact_match
            value: 15.86
            name: exact match
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus_1.2-8B-LINEAR
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: GPQA (0-shot)
          type: Idavidrein/gpqa
          split: train
          args:
            num_few_shot: 0
        metrics:
          - type: acc_norm
            value: 6.04
            name: acc_norm
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus_1.2-8B-LINEAR
          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: 10.3
            name: acc_norm
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus_1.2-8B-LINEAR
          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: 30.98
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus_1.2-8B-LINEAR
          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 Linear merge method.

Models Merged

The following models were included in the merge:

• DreadPoor/Rusted_Gold-8B-LINEAR
• DreadPoor/H_the_eighth-8B-LINEAR
• DreadPoor/Spring_Dusk-8B-SCE
• DreadPoor/Aurora_faustus-8B-LINEAR

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: DreadPoor/H_the_eighth-8B-LINEAR
    parameters:
      weight: 1.0
  - model: DreadPoor/Spring_Dusk-8B-SCE
    parameters:
      weight: 1.0
  - model: DreadPoor/Rusted_Gold-8B-LINEAR
    parameters:
      weight: 1.0
  - model: DreadPoor/Aurora_faustus-8B-LINEAR
    parameters:
      weight: 1.0
merge_method: linear
normalize: false
int8_mask: true
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here! Summarized results can be found here!

Metric	Value (%)
Average	28.79
IFEval (0-Shot)	73.48
BBH (3-Shot)	36.06
MATH Lvl 5 (4-Shot)	15.86
GPQA (0-shot)	6.04
MuSR (0-shot)	10.30
MMLU-PRO (5-shot)	30.98