|
--- |
|
license: apache-2.0 |
|
datasets: |
|
- Keynote-Technology/PLANE-2K |
|
- togethercomputer/RedPajama-Data-V2 |
|
tags: |
|
- code |
|
- chatbot |
|
- safetensors |
|
--- |
|
 |
|
|
|
TinyKAI 3B is a fine-tuned LLM (Large Language Model) based off of [OpenLlama 3B v2](https://huggingface.co/openlm-research/open_llama_3b_v2). |
|
The TinyKAI models are a series of lightweight LLMs under 5 Billion parameters, usually used for research. |
|
|
|
## Direct Use |
|
TinyKAI 3B 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.). |
|
|
|
## Training |
|
This model was trained on a mixture of the [Falcon refined-web dataset](https://huggingface.co/datasets/tiiuae/falcon-refinedweb), the [StarCoder dataset](https://huggingface.co/datasets/bigcode/starcoderdata) and the wikipedia, arxiv, book and stackexchange part of the [RedPajama dataset](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T). |
|
|
|
## Banned Use |
|
Production use without adequate assessment of risks and mitigation; any use cases which may be considered irresponsible or harmful or insulting to anyone or any certain group. |
|
TinyKAI-3B 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. |
|
|
|
## Limitations |
|
TinyKAI 3B 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. |
|
|
|
## Recommendations |
|
We recommend users of TinyKAI 3B to consider finetuning it for personal use, and for precautions to be taken for any commercial use. |
|
|
|
## WARNING! |
|
This model runs on an older version of transformers, v4.10.0, and therefore may be unstable. |
