初始化项目,由ModelHub XC社区提供模型
Model: FallenMerick/Chunky-Lemon-Cookie-11B Source: Original Platform
This commit is contained in:
207
README.md
Normal file
207
README.md
Normal file
@@ -0,0 +1,207 @@
|
||||
---
|
||||
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|
|
||||
Reference in New Issue
Block a user