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---
license: cc-by-4.0
language:
- en
base_model:
- mistralai/Mistral-7B-v0.1
- SanjiWatsuki/Kunoichi-7B
- SanjiWatsuki/Silicon-Maid-7B
- KatyTheCutie/LemonadeRP-4.5.3
- Sao10K/Fimbulvetr-11B-v2
library_name: transformers
tags:
- mergekit
- merge
- mistral
- text-generation
- roleplay
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: 69.62
name: normalized accuracy
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
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: 86.55
name: normalized accuracy
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
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: 65.35
name: accuracy
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
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: 61.59
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
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: 79.79
name: accuracy
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
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: 58.45
name: accuracy
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B
name: Open LLM Leaderboard
---
**Exllamav2** quant (**exl2** / **3.75 bpw**) made with ExLlamaV2 v0.1.3
Other EXL2 quants:
| **Quant** | **Model Size** | **lm_head** |
| ----- | ---------- | ------- |
|<center>**[2.2](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-2_2bpw_exl2)**</center> | <center>3126 MB</center> | <center>6</center> |
|<center>**[2.5](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-2_5bpw_exl2)**</center> | <center>3469 MB</center> | <center>6</center> |
|<center>**[3.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-3_0bpw_exl2)**</center> | <center>4092 MB</center> | <center>6</center> |
|<center>**[3.5](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-3_5bpw_exl2)**</center> | <center>4717 MB</center> | <center>6</center> |
|<center>**[3.75](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-3_75bpw_exl2)**</center> | <center>5029 MB</center> | <center>6</center> |
|<center>**[4.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-4_0bpw_exl2)**</center> | <center>5341 MB</center> | <center>6</center> |
|<center>**[4.25](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-4_25bpw_exl2)**</center> | <center>5653 MB</center> | <center>6</center> |
|<center>**[5.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-5_0bpw_exl2)**</center> | <center>6589 MB</center> | <center>6</center> |
|<center>**[6.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-6_0bpw_exl2)**</center> | <center>7862 MB</center> | <center>8</center> |
|<center>**[6.5](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-6_5bpw_exl2)**</center> | <center>8467 MB</center> | <center>8</center> |
|<center>**[8.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-8_0bpw_exl2)**</center> | <center>9713 MB</center> | <center>8</center> |
# Chunky-Lemon-Cookie-11B
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/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](https://arxiv.org/abs/2212.04089)
### Models Merged
The following models were included in the merge:
* [SanjiWatsuki/Kunoichi-7B](https://huggingface.co/SanjiWatsuki/Kunoichi-7B)
* [SanjiWatsuki/Silicon-Maid-7B](https://huggingface.co/SanjiWatsuki/Silicon-Maid-7B)
* [KatyTheCutie/LemonadeRP-4.5.3](https://huggingface.co/KatyTheCutie/LemonadeRP-4.5.3)
* [Sao10K/Fimbulvetr-11B-v2](https://huggingface.co/Sao10K/Fimbulvetr-11B-v2)
* [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1)
### Configuration
The following YAML configurations were used to produce this model:
```yaml
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](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_FallenMerick__Chunky-Lemon-Cookie-11B)
| 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| |