|
--- |
|
license: apache-2.0 |
|
language: |
|
- en |
|
--- |
|
# Open Flux AI |
|
|
|
_Open Flux AI - Empowering developers with AI-driven Continuous Delivery solutions._ |
|
|
|
Welcome to Open Flux AI, a community initiative stemming from the Kube-7B project, |
|
dedicated to advancing AI expertise in Flux, Flagger, and Continuous Delivery technologies. |
|
Our mission is to use the power of AI to simplify and enhance the way developers interact with Flux and technologies around it. |
|
|
|
Our first focus is on fine-tuning AI models to specialize in key areas such as Flux, Flagger, GitOps, and SOPS. |
|
By leveraging the raw data from Kube-7B and applying targeted Embedding techniques, we aim to create models that are highly proficient in these specific domains. |
|
|
|
Our first major deliverable is `flux-7b`, a model based on Mistral 7B. `flux-7b` currently understands the basic knowledge of Flux, Flagger, GitOps, and SOPS. |
|
`flux-7b` has demonstrated to be better than ChatGPT in these contexts. See the screenshot. |
|
|
|
![g245](https://github.com/chanwit/open-flux-ai/assets/10666/5c2bf254-a1a6-4fde-9b24-8c3fbcda268c) |
|
|
|
## Getting Started |
|
|
|
To begin using `flux-7b`, follow this simple command: |
|
|
|
``` |
|
ollama run chanwit/flux-7b |
|
``` |
|
|
|
The GGUF files of this model can be obtained from [HuggingFace](https://huggingface.co/chanwit/flux-7b-v0.2-gguf/tree/main). |
|
|
|
We are planning to delivery our models in other formats like Llamafiles and Docker Containers. Please stay tuned. |
|
|
|
## Models |
|
|
|
* `flux-7b`: Our first model, built on Mistral 7B, is designed to provide assistance in Flux, Flagger, GitOps, and SOPS. |
|
|
|
## Datasets |
|
|
|
At the beginning, the Open Flux AI project shares its foundational dataset with the Kube-7B project but refines it to focus on specific areas. |
|
We continuously work on expanding our dataset, especially in areas like Flux commands and Custom Resources, to further enhance the model's capabilities. |
|
|
|
# Contributions |
|
|
|
We welcome and greatly appreciate contributions, especially in the form of question and answer pairs. |
|
We are seeking contributions for new datasets centered around knowledge of [Flux commands](https://github.com/chanwit/open-flux-ai/blob/main/datasets/README.md) and CR generations. |