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iokarkan committed Jan 9, 2024
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<a href="mailto:[email protected]">[email protected]</a>
</div>

## AI Development
----
### Large Language Model Applications
#### Models and Libraries
- HuggingFace transformers, pipelines
- gradio
- langchain
- [llama.cpp](https://github.com/ggerganov/llama.cpp) using Stanford's `alpaca` and Nomic AI's `GPT4All`
<div class="m-auto rounded-2xl bg-slate-200 text-center w-fit">
<p class="p-2 text-sm text-indigo-800 font-mono">Demo of a <a
href="https://huggingface.co/spaces/ioanniskarkanias/chatbot-with-sources">Chatbot
with Sources</a></p>
</div>

### Generative text-to-image and image-to-image
#### Models and Libraries
- Stable Diffusion
- [InvokeAI](https://github.com/invoke-ai/InvokeAI)
- [automatic1111/stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui)

<div class="flex sm:flex-row sm:gap-5 sm:p-0 mx-6">
<div class="sm:w-[30%] w-[30%] m-auto rounded-full">
<img class="rounded-lg"
src="{{site.baseurl}}/assets/img/vader-stable-diffusion/depositphotos_56832909-stock-photo-muscular-man-holding-ancient-sword.jpg">
</div>
<div class="mx-2 my-auto rounded-full">
<span>⟶</span>
</div>
<div class="sm:w-[25%] w-[25%] m-auto rounded-full">
<img class="rounded-lg" src="{{site.baseurl}}/assets/img/vader-stable-diffusion/pose.png">
</div>
<div class="mx-2 my-auto rounded-full">
<span>⟶</span>
</div>
<div class="sm:w-[25%] w-[25%] m-auto rounded-full">
<img class="rounded-lg" src="{{site.baseurl}}/assets/img/vader-stable-diffusion/vader-resolution-buttons.png">
</div>
</div>
<div class="m-auto rounded-2xl bg-slate-200 text-center w-fit">
<p class="p-2 text-sm text-indigo-800 font-mono">Check out this blog post: <a
href="https://iokarkan.github.io/2023/04/07/stable-diffusion-control.html">Controlling generated images with
Stable Diffusion</a></p>
</div>

## Research
----
### Applying multivariate methods in Experimental Particle Physics Analysis
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