New examples requested

[msaroufim]

Hi everyone, @svekars and I are looking to increase the number of new contributions to pytorch/examples, this might be especially interesting to you if you've never contributed to an open source project before.

At a high level, we're looking for new interesting models.

So here's what you need to do

1. Check out our contributing guide: https://github.com/pytorch/examples/blob/main/CONTRIBUTING.md
2. Pick a model idea - I've listed a few below, comment on this task so others know you're working on it
3. Implement your model from scratch using PyTorch, no external dependencies will be allowed to keep the examples as educational as possible

Your implementation needs to include

1. A folder with your code which needs to define
2. Your model architecture
3. Training code
4. Evaluation code
5. An argparser
6. Make sure your script runs in CI so it doesn't break in the future by adding it to run_python_examples.sh
7. README describing any usage instructions

As an example this recent contribution by @sudomaze is a good one to follow https://github.com/pytorch/examples/pull/1003/files

Here are some model ideas

Model ideas

• Controlnet - Guided diffusion
• NERF
• Graph Neural Network @JoseLuisC99
• Diffusion Model, stable diffusion or any variant of the architecture you like
• Vision Transformer
• Video model
• Toolformer
• Differentiable physics
• Flownet
• Dreamfusion or any 3d model
• Language Translation
• Swin transformer

But I'm quite open to anything we don't have that's cool

[niyarrbarman]

Hey! I'm interested in contributing to the vision transformer model, but I don't have any prior open source contribution experience. Would it be okay for me to proceed with this project?

[msaroufim]

Yes please go for it

[2357juan]

I am interested as well. What is a video model? I am looking at some video examples from tensorflow and keras. Would a spinoff of this suffice? That dataset looks like a standard intro video dataset.

Which of these problems can be comfortably exercised on a 2080ti(12gb vram)?

[xorsuyash]

@msaroufim I would Like to contribute to examples related to graph neural networks ,Is there any specific Dataset i should choose for this or i can choose any dataset of my own choice for examples .

[msaroufim]

Yes to all of the above

[aditikhare007]

@msaroufim I am interested for PyTorch Open-Source Contribution. Thank you for sharing New examples requested Note, would like to contribute to Diffusion Model, stable diffusion and Vision Transformer sections will keep you posted as my work progress.
Please let me know your thoughts on taking up this project. Thank you.
Regards,
Aditi

[Krish2002]

hey! I would love to contribute to Stable diffusion. Can i take this up ?

[msaroufim]

Hi @Krish2002 yes please go for it

[IMvision12]

I would love to contribute to FlowNet. Can I take this up?

[msaroufim]

Hi @IMvision12 please do!