Improve language tag
Browse filesHi! As the model is multilingual, this is a PR to add other languages than English to the language tag to improve the referencing. Note that 29 languages are announced in the README, but only 13 are explicitly listed. I was therefore only able to add these 13 languages.
README.md
CHANGED
|
@@ -1,69 +1,81 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: apache-2.0
|
| 3 |
-
language:
|
| 4 |
-
-
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
-
|
| 25 |
-
|
| 26 |
-
-
|
| 27 |
-
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
|
| 38 |
-
|
| 39 |
-
|
| 40 |
-
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 69 |
```
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
language:
|
| 4 |
+
- zho
|
| 5 |
+
- eng
|
| 6 |
+
- fra
|
| 7 |
+
- spa
|
| 8 |
+
- por
|
| 9 |
+
- deu
|
| 10 |
+
- ita
|
| 11 |
+
- rus
|
| 12 |
+
- jpn
|
| 13 |
+
- kor
|
| 14 |
+
- vie
|
| 15 |
+
- tha
|
| 16 |
+
- ara
|
| 17 |
+
pipeline_tag: text-generation
|
| 18 |
+
library_name: transformers
|
| 19 |
+
base_model:
|
| 20 |
+
- Qwen/Qwen2.5-1.5B-Instruct
|
| 21 |
+
---
|
| 22 |
+
# TinySwallow-1.5B
|
| 23 |
+
|
| 24 |
+
🤗 [Models](https://huggingface.co/SakanaAI) | 📚 [Paper](https://arxiv.org/abs/2501.16937) | 📝 [Blog](https://sakana.ai/taid-jp/) | 🐦 [Twitter](https://twitter.com/SakanaAILabs)
|
| 25 |
+
|
| 26 |
+
**TinySwallow-1.5B** is a Japanese compact language model created through *TAID (Temporally Adaptive Interpolated Distillation)*, our new knowledge distillation method.
|
| 27 |
+
We used [Qwen2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct) as the teacher model and [Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct) as the student model.
|
| 28 |
+
The model has been further pre-trained on Japanese text data to enhance its Japanese language capabilities.
|
| 29 |
+
|
| 30 |
+
If you are looking for an instruction-following model, check [TinySwallow-1.5B-Instruct](https://huggingface.co/SakanaAI/TinySwallow-1.5B-Instruct).
|
| 31 |
+
|
| 32 |
+
## Model Details
|
| 33 |
+
|
| 34 |
+
- **Developed by:** [Sakana AI](https://sakana.ai/) and [Swallow Team](https://swallow-llm.github.io/index.en.html)
|
| 35 |
+
- **Model type:** Autoregressive Language Model
|
| 36 |
+
- **Language(s):** Japanese
|
| 37 |
+
- **License:** [Apache License, Version 2.0](./LICENSE)
|
| 38 |
+
- **Paper:** https://arxiv.org/abs/2501.16937
|
| 39 |
+
- **Blog:** https://sakana.ai/taid-jp/
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
+
This model is provided for research and development purposes only and should be considered as an experimental prototype.
|
| 43 |
+
It is not intended for commercial use or deployment in mission-critical environments.
|
| 44 |
+
Use of this model is at the user's own risk, and its performance and outcomes are not guaranteed.
|
| 45 |
+
Sakana AI shall not be liable for any direct, indirect, special, incidental, or consequential damages, or any loss arising from the use of this model, regardless of the results obtained.
|
| 46 |
+
Users must fully understand the risks associated with the use of this model and use it at their own discretion.
|
| 47 |
+
|
| 48 |
+
|
| 49 |
+
## Acknowledgement
|
| 50 |
+
|
| 51 |
+
We would like to thank the developers of the source models for their contributions and for making their work available.
|
| 52 |
+
|
| 53 |
+
|
| 54 |
+
## Authors
|
| 55 |
+
|
| 56 |
+
* [Sakana AI](https://sakana.ai/)
|
| 57 |
+
* [Makoto Shing](https://huggingface.co/mkshing)
|
| 58 |
+
* [Taishi Nakamura](https://x.com/Setuna7777_2)
|
| 59 |
+
* [Kou Misaki](https://huggingface.co/takkyu2)
|
| 60 |
+
* [Takuya Akiba](https://huggingface.co/iwiwi)
|
| 61 |
+
* [Swallow Team](https://swallow-llm.github.io/index.en.html)
|
| 62 |
+
* [Naoki Okazaki](https://www.chokkan.org/index.ja.html)
|
| 63 |
+
* [Youmi Ma](https://www.nlp.c.titech.ac.jp/member/youmi.en.html)
|
| 64 |
+
* [Kakeru Hattori](https://aya-se.vercel.app/)
|
| 65 |
+
* [Kazuki Fujii](https://x.com/okoge_kaz)
|
| 66 |
+
* [Sakae Mizuki](https://s-mizuki-nlp.github.io/)
|
| 67 |
+
|
| 68 |
+
|
| 69 |
+
## Citation
|
| 70 |
+
|
| 71 |
+
```bibtex
|
| 72 |
+
@misc{sakana2025taid,
|
| 73 |
+
title = {TAID: Temporally Adaptive Interpolated Distillation for Efficient Knowledge Transfer in Language Models},
|
| 74 |
+
author. = {Makoto Shing and Kou Misaki and Han Bao and Sho Yokoi and Takuya Akiba},
|
| 75 |
+
year = {2025},
|
| 76 |
+
eprint = {2501.16937},
|
| 77 |
+
archivePrefix = {arXiv},
|
| 78 |
+
primaryClass = {cs.LG},
|
| 79 |
+
url = {https://arxiv.org/abs/2501.16937}
|
| 80 |
+
}
|
| 81 |
```
|