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Untitled Model (1)

Name: KRONOS-8B-V6
Availability: InStock

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-Instruct as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

yaml

base_model: unsloth/Meta-Llama-3.1-8B-Instruct
dtype: bfloat16
merge_method: ties
parameters:
  density: 1.0
  weight: 1.0
slices:
- sources:
  - 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: mukaj/Llama-3.1-Hawkish-8B
    parameters:
      density: 1.0
      weight: 1.0
  - 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.	24.49
IFEval (0-Shot)	70.22
BBH (3-Shot)	29.66
MATH Lvl 5 (4-Shot)	5.51
GPQA (0-shot)	3.91
MuSR (0-shot)	9.81
MMLU-PRO (5-shot)	27.79

T145/KRONOS-8B-V6