QuantFactory/HomerCreativeAnvita-Mix-Qw7B-GGUF

This is quantized version of suayptalha/HomerCreativeAnvita-Mix-Qw7B created using llama.cpp

Original Model Card

Merged Model

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

This model is currently ranked #1 on the Open LLM Leaderboard among models up to 13B parameters!

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• ZeroXClem/Qwen2.5-7B-HomerAnvita-NerdMix
• ZeroXClem/Qwen2.5-7B-HomerCreative-Mix

Configuration

The following YAML configuration was used to produce this model:

base_model: ZeroXClem/Qwen2.5-7B-HomerCreative-Mix
dtype: bfloat16
merge_method: slerp
parameters:
  t:
  - filter: self_attn
    value: [0.0, 0.5, 0.3, 0.7, 1.0]
  - filter: mlp
    value: [1.0, 0.5, 0.7, 0.3, 0.0]
  - value: 0.5
slices:
- sources:
  - layer_range: [0, 28]
    model: ZeroXClem/Qwen2.5-7B-HomerCreative-Mix
  - layer_range: [0, 28]
    model: ZeroXClem/Qwen2.5-7B-HomerAnvita-NerdMix

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	34.62
IFEval (0-Shot)	78.08
BBH (3-Shot)	36.98
MATH Lvl 5 (4-Shot)	31.04
GPQA (0-shot)	8.61
MuSR (0-shot)	14.73
MMLU-PRO (5-shot)	38.28