207 lines
5.4 KiB
Markdown
207 lines
5.4 KiB
Markdown
---
|
|
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
|
|
---
|
|
|
|
|
|
|
|
# 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| |