---
license: apache-2.0
tags:
- code
- chatbot
datasets:
- Keynote-Technology/PLANE-2K
- togethercomputer/RedPajama-Data-V2
---
## TinyKAI 1B

![image/png](https://cdn-uploads.huggingface.co/production/uploads/6500c7c912c1442d994c36e5/gr9lrm53Tp52ehU5009lU.png)

TinyKAI 1B is a fine-tuned LLM (Large Language Model) based off of Falcon-rw-1B.

### Direct Use
TinyKAI 1B is optimal for research on large language models, specifically the influence of web data on the properties of large language models (fairness, safety, limitations, capabilities, etc.).

### Banned Use

Production use without adequate assessment of risks and mitigation; any use cases which may be considered irresponsible or harmful. 

## Limitations

TinyKAI 1B is trained on English data only, and will not generate appropriately reasonable content in other languages. Being trained on a representative of the web, it will carry the stereotypes and biases commonly encountered online. In addition, KAI-1B has a very low output limit (less than 2 thousand characters) and struggles when asked to quote online sources.

## Recommendations

We recommend users of TinyKAI 1B to consider finetuning it for personal use, and for precautions to be taken for any commercial use.

## Banned Use
TinyKAI-1B is governed by the [apache 2.0 liscense](https://choosealicense.com/licenses/apache-2.0/), and therefore means that whatever the license deems unacceptable shall not be allowed. We specificaly ban the use of  [ANY AND ALL KAI MODELS](https://huggingface.co/collections/Keynote-Technology/kai-large-language-models) for hate speech towards a paricular thing, person, our particular group due to [legal](https://www.ftc.gov/news-events/news/press-releases/2022/06/ftc-report-warns-about-using-artificial-intelligence-combat-online-problems) and ethical issues.