metadata

base_model:
  - Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base
  - kloodia/lora-8b-medic
  - mlabonne/Hermes-3-Llama-3.1-8B-lorablated
  - kloodia/lora-8b-physic
  - bluuwhale/L3-SthenoMaid-8B-V1
  - kik41/lora-formality-informal-llama-3-8b
  - Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B
  - kik41/lora-sarcasm-more-llama-3-8b-v2
  - VAGOsolutions/Llama-3.1-SauerkrautLM-8b-Instruct
  - kloodia/lora-8b-math
  - SicariusSicariiStuff/Impish_Mind_8B
  - kik41/lora-type-expository-llama-3-8b-v2
library_name: transformers
tags:
  - mergekit
  - merge
license: llama3.1
model-index:
  - name: Wannabe-8B-Model_Stock
    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: 72.05
            name: averaged accuracy
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FWannabe-8B-Model_Stock
          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: 34.28
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FWannabe-8B-Model_Stock
          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: 17.6
            name: exact match
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FWannabe-8B-Model_Stock
          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: 6.82
            name: acc_norm
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FWannabe-8B-Model_Stock
          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: 12.32
            name: acc_norm
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FWannabe-8B-Model_Stock
          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: 31.45
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2FWannabe-8B-Model_Stock
          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 Model Stock merge method using bluuwhale/L3-SthenoMaid-8B-V1 + kik41/lora-formality-informal-llama-3-8b as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: VAGOsolutions/Llama-3.1-SauerkrautLM-8b-Instruct+kloodia/lora-8b-math
  - model: Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base+kloodia/lora-8b-medic
  - model: mlabonne/Hermes-3-Llama-3.1-8B-lorablated+kloodia/lora-8b-physic
  - model: Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B+kik41/lora-sarcasm-more-llama-3-8b-v2
  - model: SicariusSicariiStuff/Impish_Mind_8B+kik41/lora-type-expository-llama-3-8b-v2
merge_method: model_stock
base_model: bluuwhale/L3-SthenoMaid-8B-V1+kik41/lora-formality-informal-llama-3-8b
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	29.09
IFEval (0-Shot)	72.05
BBH (3-Shot)	34.28
MATH Lvl 5 (4-Shot)	17.60
GPQA (0-shot)	6.82
MuSR (0-shot)	12.32
MMLU-PRO (5-shot)	31.45