Chunky-Lemon-Cookie-11B

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

GGUF quants:

• https://huggingface.co/backyardai/Chunky-Lemon-Cookie-11B-GGUF
• https://huggingface.co/mradermacher/Chunky-Lemon-Cookie-11B-GGUF

Merge Details

Merge Method

This model was merged using the following methods:

• passthrough
• task arithmetic

Models Merged

The following models were included in the merge:

• SanjiWatsuki/Kunoichi-7B
• SanjiWatsuki/Silicon-Maid-7B
• KatyTheCutie/LemonadeRP-4.5.3
• Sao10K/Fimbulvetr-11B-v2
• mistralai/Mistral-7B-v0.1

Configuration

The following YAML configurations were used to produce this model:

slices:
  - sources:
    - model: mistralai/Mistral-7B-v0.1
      layer_range: [0, 24]
  - sources:
    - model: mistralai/Mistral-7B-v0.1
      layer_range: [8, 32]
merge_method: passthrough
dtype: float16
name: Mistral-11B

---

slices:
  - sources:
    - model: SanjiWatsuki/Kunoichi-7B
      layer_range: [0, 24]
  - sources:
    - model: SanjiWatsuki/Silicon-Maid-7B
      layer_range: [8, 24]
  - sources:
    - model: KatyTheCutie/LemonadeRP-4.5.3
      layer_range: [24, 32]
merge_method: passthrough
dtype: float16
name: Big-Lemon-Cookie-11B

---

models:
  - model: Big-Lemon-Cookie-11B
    parameters:
      weight: 0.85
  - model: Sao10K/Fimbulvetr-11B-v2
    parameters:
      weight: 0.15
merge_method: task_arithmetic
base_model: Mistral-11B
dtype: float16
name: Chunky-Lemon-Cookie-11B

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	70.23
AI2 Reasoning Challenge (25-Shot)	69.62
HellaSwag (10-Shot)	86.55
MMLU (5-Shot)	65.35
TruthfulQA (0-shot)	61.59
Winogrande (5-shot)	79.79
GSM8k (5-shot)	58.45