Smart-Lemon-Cookie-7B/README.md

---
language:
- en
license: cc-by-4.0
library_name: transformers
tags:
- mergekit
- merge
- mistral
- text-generation
- roleplay
base_model:
- SanjiWatsuki/Silicon-Maid-7B
- MTSAIR/multi_verse_model
- SanjiWatsuki/Kunoichi-7B
- KatyTheCutie/LemonadeRP-4.5.3
model-index:
- name: Smart-Lemon-Cookie-7B
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: AI2 Reasoning Challenge (25-Shot)
      type: ai2_arc
      config: ARC-Challenge
      split: test
      args:
        num_few_shot: 25
    metrics:
    - type: acc_norm
      value: 66.3
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Smart-Lemon-Cookie-7B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: HellaSwag (10-Shot)
      type: hellaswag
      split: validation
      args:
        num_few_shot: 10
    metrics:
    - type: acc_norm
      value: 85.53
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Smart-Lemon-Cookie-7B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU (5-Shot)
      type: cais/mmlu
      config: all
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 64.69
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Smart-Lemon-Cookie-7B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: TruthfulQA (0-shot)
      type: truthful_qa
      config: multiple_choice
      split: validation
      args:
        num_few_shot: 0
    metrics:
    - type: mc2
      value: 60.66
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Smart-Lemon-Cookie-7B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: Winogrande (5-shot)
      type: winogrande
      config: winogrande_xl
      split: validation
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 77.74
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Smart-Lemon-Cookie-7B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GSM8k (5-shot)
      type: gsm8k
      config: main
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 54.06
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Smart-Lemon-Cookie-7B
      name: Open LLM Leaderboard
---

![cute](https://huggingface.co/FallenMerick/Smart-Lemon-Cookie-7B/resolve/main/smart-lemon-cookie-cute.png)

*image courtesy of [@matchaaaaa](https://huggingface.co/matchaaaaa)*
</br>
</br>

# Smart-Lemon-Cookie-7B

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

GGUF quants:
* https://huggingface.co/FaradayDotDev/Smart-Lemon-Cookie-7B-GGUF
* https://huggingface.co/mradermacher/Smart-Lemon-Cookie-7B-GGUF

## Merge Details
### Merge Method

This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [MTSAIR/multi_verse_model](https://huggingface.co/MTSAIR/multi_verse_model) as a base.

### Models Merged

The following models were included in the merge:
* [SanjiWatsuki/Silicon-Maid-7B](https://huggingface.co/SanjiWatsuki/Silicon-Maid-7B)
* [SanjiWatsuki/Kunoichi-7B](https://huggingface.co/SanjiWatsuki/Kunoichi-7B)
* [KatyTheCutie/LemonadeRP-4.5.3](https://huggingface.co/KatyTheCutie/LemonadeRP-4.5.3)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: SanjiWatsuki/Silicon-Maid-7B
    parameters:
      density: 1.0
      weight: 1.0
  - model: SanjiWatsuki/Kunoichi-7B
    parameters:
      density: 0.4
      weight: 1.0
  - model: KatyTheCutie/LemonadeRP-4.5.3
    parameters:
      density: 0.6
      weight: 1.0
merge_method: ties
base_model: MTSAIR/multi_verse_model
parameters:
  normalize: true
dtype: float16

```

# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_FallenMerick__Smart-Lemon-Cookie-7B)

|             Metric              |Value|
|---------------------------------|----:|
|Avg.                             |68.16|
|AI2 Reasoning Challenge (25-Shot)|66.30|
|HellaSwag (10-Shot)              |85.53|
|MMLU (5-Shot)                    |64.69|
|TruthfulQA (0-shot)              |60.66|
|Winogrande (5-shot)              |77.74|
|GSM8k (5-shot)                   |54.06|