KRONOS-8B-V2

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/Meta-Llama-3.1-8B as a base.

Models Merged

The following models were included in the merge:

• T145/KRONOS-8B-V1-P2
• unsloth/Meta-Llama-3.1-8B-Instruct
• T145/KRONOS-8B-V1-P1
• T145/KRONOS-8B-V1-P3

Configuration

The following YAML configuration was used to produce this model:

base_model: unsloth/Meta-Llama-3.1-8B
dtype: bfloat16
merge_method: ties
parameters:
  density: 1.0
  weight: 1.0
slices:
- sources:
  - layer_range: [0, 32]
    model: T145/KRONOS-8B-V1-P1
    parameters:
      density: 1.0
      weight: 1.0
  - layer_range: [0, 32]
    model: T145/KRONOS-8B-V1-P2
    parameters:
      density: 1.0
      weight: 1.0
  - layer_range: [0, 32]
    model: T145/KRONOS-8B-V1-P3
    parameters:
      density: 1.0
      weight: 1.0
  - layer_range: [0, 32]
    model: unsloth/Meta-Llama-3.1-8B-Instruct
    parameters:
      density: 1.0
      weight: 1.0
  - layer_range: [0, 32]
    model: unsloth/Meta-Llama-3.1-8B
tokenizer_source: unsloth/Meta-Llama-3.1-8B-Instruct

Open LLM Leaderboard Evaluation Results

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

Metric	% Value
Avg.	25.05
IFEval (0-Shot)	51.80
BBH (3-Shot)	30.67
MATH Lvl 5 (4-Shot)	22.66
GPQA (0-shot)	6.49
MuSR (0-shot)	8.26
MMLU-PRO (5-shot)	30.42