README.md

metadata

library_name: transformers
tags:
  - mergekit
  - merge
base_model:
  - huihui-ai/DeepSeek-R1-Distill-Llama-8B-abliterated
  - unsloth/DeepSeek-R1-Distill-Llama-8B
  - nbeerbower/Llama3.1-Allades-8B
model-index:
  - name: Distilled-Whiskey-8b
    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: 34.48
            name: strict accuracy
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Distilled-Whiskey-8b
          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: 29.32
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Distilled-Whiskey-8b
          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: 21.53
            name: exact match
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Distilled-Whiskey-8b
          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: 10.85
            name: acc_norm
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Distilled-Whiskey-8b
          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: 11.22
            name: acc_norm
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Distilled-Whiskey-8b
          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: 26.3
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Distilled-Whiskey-8b
          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 TIES merge method using unsloth/DeepSeek-R1-Distill-Llama-8B as a base.

Models Merged

The following models were included in the merge:

• huihui-ai/DeepSeek-R1-Distill-Llama-8B-abliterated
• nbeerbower/Llama3.1-Allades-8B

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: unsloth/DeepSeek-R1-Distill-Llama-8B
    #no parameters necessary for base model
  - model: huihui-ai/DeepSeek-R1-Distill-Llama-8B-abliterated
    parameters:
      density: 0.4
      weight: 0.5
  - model: nbeerbower/Llama3.1-Allades-8B
    parameters:
      density: 0.5
      weight: 0.6

merge_method: ties
base_model: unsloth/DeepSeek-R1-Distill-Llama-8B
parameters:
  normalize: false
  int8_mask: true
dtype: float16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	22.28
IFEval (0-Shot)	34.48
BBH (3-Shot)	29.32
MATH Lvl 5 (4-Shot)	21.53
GPQA (0-shot)	10.85
MuSR (0-shot)	11.22
MMLU-PRO (5-shot)	26.30