Update README.md

README.md

@@ -10,9 +10,16 @@ base_model:
 pipeline_tag: text-generation
 ---
 
-# KoSOLAR-v0.2-gugutypus-10.7B
+<div align="center">
+  <h1>🤗 KoSOLAR-v0.2-gugutypus-10.7B ☀️</h1> 
+  
+  <a style="margin: 0px;" href="https://github.com/oneonlee/KoSOLAR-v0.2-gugutypus-10.7B"><img style="margin: 0.5em;" alt="GitHub" src="https://img.shields.io/badge/GitHub-181717.svg?style=flat&logo=GitHub"></a>
+  <a style="margin: 0px;" href="https://huggingface.co/oneonlee/KoSOLAR-v0.2-gugutypus-10.7B"><img style="margin: 0.5em;" alt="Hugging Face" src="https://img.shields.io/badge/%F0%9F%A4%97-Models%20on%20Hub-yellow"></a>
+  <a style="margin: 0px;" href="https://github.com/oneonlee/KoSOLAR-v0.2-gugutypus-10.7B/blob/main/LICENSE"><img style="margin: 0.5em;" alt="License: CC BY-NC 4.0" src="https://img.shields.io/badge/License-CC%20BY%2D%2DNC%204.0-blue.svg"></a>
+  <a style="margin: 0px;" href="https://doi.org/10.57967/hf/1735"><img style="margin: 0.5em;" alt="DOI" src="https://img.shields.io/badge/DOI-10.57967%2Fhf%2F1735-blue"></a>
 
-<img src="logo.png" height=350, width=350>
+  <img src="logo.png" height=350, width=350>
+</div>
 
 
 ---
@@ -54,7 +61,7 @@ pipeline_tag: text-generation
 |          Tasks          |Version|Filter|n-shot|Metric|Value |   |Stderr|
 |-------------------------|-------|------|-----:|------|-----:|---|-----:|
 |KMMLU                    |N/A    |none  |     0|acc   |0.3335|±  |0.0475|
-|KMMLU                    |N/A    |none  |     5|acc   |      |±  |      |
+|KMMLU                    |N/A    |none  |     5|acc   |0.3938|±  |0.0823|
 |KoBEST-HellaSwag         |      0|none  |     0|acc   |0.4360|±  |0.0222|
 |KoBEST-HellaSwag         |      0|none  |     5|acc   |0.4420|±  |0.0222|
 |KoBEST-BoolQ             |      0|none  |     0|acc   |0.5064|±  |0.0133|
@@ -79,13 +86,12 @@ pipeline_tag: text-generation
 |COPA              |      1|none  |     0|acc   |0.8300|±  |0.0378|
 |COPA              |      1|none  |     5|acc   |0.9100|±  |0.0288|
 |truthfulqa        |N/A    |none  |     0|acc   |0.4249|±  |0.0023|
-|truthfulqa        |N/A    |none  |     5|acc   |      |±  |      |
+|truthfulqa        |N/A    |none  |     5|acc   |   -  |±  |  -   |
 
 
 ---
 
-
-## Implementation Code
+## How to Use
 
 ```python
 ### KoSOLAR-gugutypus
@@ -100,4 +106,31 @@ model = AutoModelForCausalLM.from_pretrained(
         device_map='auto'
 )
 tokenizer = AutoTokenizer.from_pretrained(repo)
-```
+```
+
+---
+
+## Citation
+```
+@misc {donggeon_lee_2024,
+	author       = { {DongGeon Lee} },
+	title        = { KoSOLAR-v0.2-gugutypus-10.7B (Revision 56841d5) },
+	year         = 2024,
+	url          = { https://huggingface.co/oneonlee/KoSOLAR-v0.2-gugutypus-10.7B },
+	doi          = { 10.57967/hf/1735 },
+	publisher    = { Hugging Face }
+}
+```
+
+---
+
+## References
+- [yanolja/KoSOLAR-10.7B-v0.2](https://huggingface.co/yanolja/KoSOLAR-10.7B-v0.2)
+- [upstage/SOLAR-10.7B-v1.0](https://huggingface.co/upstage/SOLAR-10.7B-v1.0)
+- [kyujinpy/KOR-gugugu-platypus-set](https://huggingface.co/datasets/kyujinpy/KOR-gugugu-platypus-set)
+- [squarelike/OpenOrca-gugugo-ko](https://huggingface.co/datasets/squarelike/OpenOrca-gugugo-ko)
+- [kyujinpy/KOR-OpenOrca-Platypus-v3](https://huggingface.co/datasets/kyujinpy/KOR-OpenOrca-Platypus-v3)
+- [Open-Orca/OpenOrca](https://huggingface.co/datasets/Open-Orca/OpenOrca)
+- [upstage/open-ko-llm-leaderboard](https://huggingface.co/spaces/upstage/open-ko-llm-leaderboard)
+- [EleutherAI/lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness)
+- [Beomi/ko-lm-evaluation-harness](https://github.com/Beomi/ko-lm-evaluation-harness)