Devpost organizes the Model Training Hackathon sponsored and administered by Determined AI Model. The last date for registration is April 17, 2023.
About DEVPOST
Devpost’s mission is to inspire developers to build great software. We’re creating a world where every developer who wants to improve their craft or be inspired to build, comes to Devpost for that inspiration. To that end, we power most of the world’s software competitions (hackathons) on our platform.
Determined AI Model Training Hackathon
- In the last few months, we’ve seen GitHub, CoPilot, ChatGPT, and AI-generated content explode.
- The core of this AI/ML magic is the model.
- Determined AI makes building models faster and easier for ML engineers, data scientists, and researchers.
- Build and train an ML model with the fastest and easiest tool to build deep learning models at scale.
Build and Train an ML Model with Determined
Whether you’re a seasoned machine learning engineer or new to machine learning, Decision AI can help you get started. Decide AI is an open-source tool for building and training machine learning models with the following features:
- An easy-to-use Web UI, CLI tools, and multiple APIs
- Supports PyTorch, Tensorflow, Keras, and DeepSpeed
- Scalable hyperparameter search and visualization tools
- state-of-the-art optimization algorithms
- repeatable experiments using artefact tracking
- deliver models using pattern registration
Requirements
What to Build?
- An ML Project based on (complete with deep learning-based model, training loop, evaluation loop, dataset).
- Check the rules here.
What to Submit?
- A model training project leveraging Determined AI
- A link to the public open-source code repository for the project, including:
- All code for the project
- Final model weights
- A README file containing:
- Project objective
- A data sample from your dataset with an explanation
- A description of your model architecture
- Instructions for how to run your training job
- A screenshot of your best metrics from the Determined web UI
- A description of your evaluation metrics
- Your evaluation results are given these metrics, and
- Instructions for how to reproduce the evaluation results
- A link to each dataset used within the project. Datasets must be publicly available for the judges and sponsors to test your project.
Rewards
$4,500 in prizes
- Grand Prize
- $2,500 USD in cash
- Runner Up
- $1,000 USD in cash
- Best Use of Distributed Training
- $500 USD in cash
- Most Creative
- $500 USD in cash
How to Register?
Programmers and professionals can register themselves through this link.
Eligibility Criteria
The Hackathon is open to:
- Individuals who are at least the age of majority where they reside as of the time of entry (“Eligible Individuals”);
- Teams of Eligible Individuals (“Teams”); and
- Organizations (including corporations, not-for-profit corporations and other nonprofit organizations, limited liability companies, partnerships, and other legal entities) that exist and have been organized or incorporated at the time of entry (the above are collective, “Entrants”)
- An Eligible Individual may join more than one Team or Organization and an Eligible Individual who is part of a Team or Organization may also enter the Hackathon on an individual basis.
- If a Team or Organization is entering the Hackathon, they must appoint and authorize one individual (the “Representative”) to represent, act, and enter a Submission, on their behalf.
- By entering a Submission on behalf of a Team or Organization you represent and warrant that you are the Representative authorized to act on behalf of your Team or Organization.
Deadline
The last date for registration is April 17, 2023.
