T145/ZEUS-8B-V8

Untitled Model (1)

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

Merge Details

Merge Method

This model was merged using the DARE TIES merge method using unsloth/Meta-Llama-3.1-8B-Instruct as a base.

Models Merged

The following models were included in the merge:

• SicariusSicariiStuff/LLAMA-3_8B_Unaligned_BETA
• arcee-ai/Llama-3.1-SuperNova-Lite
• akjindal53244/Llama-3.1-Storm-8B

Configuration

The following YAML configuration was used to produce this model:

base_model: unsloth/Meta-Llama-3.1-8B-Instruct
dtype: bfloat16
merge_method: dare_ties
slices:
- sources:
  - layer_range: [0, 32]
    model: akjindal53244/Llama-3.1-Storm-8B
    parameters:
      density: 0.8
      weight: 0.25
  - layer_range: [0, 32]
    model: arcee-ai/Llama-3.1-SuperNova-Lite
    parameters:
      density: 0.8
      weight: 0.33
  - layer_range: [0, 32]
    model: SicariusSicariiStuff/LLAMA-3_8B_Unaligned_BETA
    parameters:
      density: 0.8
      weight: 0.42
  - layer_range: [0, 32]
    model: unsloth/Meta-Llama-3.1-8B-Instruct
tokenizer_source: base

Open LLM Leaderboard Evaluation Results

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

Metric	% Value
Avg.	28.21
IFEval (0-Shot)	79.14
BBH (3-Shot)	29.39
MATH Lvl 5 (4-Shot)	13.22
GPQA (0-shot)	5.03
MuSR (0-shot)	11.81
MMLU-PRO (5-shot)	30.68