|
--- |
|
language: |
|
- en |
|
license: cc-by-nc-sa-4.0 |
|
pipeline_tag: text-generation |
|
model-index: |
|
- name: Merge_Sakura_Solar |
|
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: 70.73 |
|
name: normalized accuracy |
|
source: |
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar |
|
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: 88.51 |
|
name: normalized accuracy |
|
source: |
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar |
|
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: 66.03 |
|
name: accuracy |
|
source: |
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar |
|
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: 72.21 |
|
source: |
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar |
|
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: 82.72 |
|
name: accuracy |
|
source: |
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar |
|
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: 63.99 |
|
name: accuracy |
|
source: |
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=dddsaty/Merge_Sakura_Solar |
|
name: Open LLM Leaderboard |
|
--- |
|
|
|
**Explanation** |
|
- Merged three models using [mergekit](https://github.com/arcee-ai/mergekit) (dare_ties) |
|
|
|
**Models** |
|
- [Sakura-SOLAR-Instruct](https://huggingface.co/kyujinpy/Sakura-SOLAR-Instruct) |
|
- [Sakura-SOLRCA-Math-Instruct-DPO-v2](https://huggingface.co/kyujinpy/Sakura-SOLRCA-Math-Instruct-DPO-v2) |
|
- [Sakura-SOLRCA-Instruct-DPO](https://huggingface.co/kyujinpy/Sakura-SOLRCA-Instruct-DPO) |
|
|
|
**Score** |
|
|Average|ARC|HellaSwag|MMLU|TruthfulQA|Winogrande|GSM8K| |
|
|:---:|:---:|:---:|:---:|:---:|:---:|:---:| |
|
|74.03|70.73|88.51|66.03|72.21|82.72|63.99| |
|
|
|
**Original Author's HuggingFace profile** |
|
- [kyujinpy](https://huggingface.co/kyujinpy) |
|
|
|
**License** |
|
- Following the license written at the author's space |
|
# [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_dddsaty__Merge_Sakura_Solar) |
|
|
|
| Metric |Value| |
|
|---------------------------------|----:| |
|
|Avg. |74.03| |
|
|AI2 Reasoning Challenge (25-Shot)|70.73| |
|
|HellaSwag (10-Shot) |88.51| |
|
|MMLU (5-Shot) |66.03| |
|
|TruthfulQA (0-shot) |72.21| |
|
|Winogrande (5-shot) |82.72| |
|
|GSM8k (5-shot) |63.99| |
|
|
|
|