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CS336 Spring 2025 Assignment 4 (Data) Leaderboard

To submit to the leaderboard, submit a pull request that adds your results to the Markdown table below. The table should be sorted by increasing loss.

The top 3 submissions will receive a prize at the end of the quarter. To make this fair, we will reorder the top 5 scoring students based on our reproduced training runs. Make sure you save a snapshot of your best data pipeline so it can be reproduced by us! We will reach out to the top 5 students after results have stabilized.

In your pull request description, you should include:

  • The final validation loss that was recorded
  • A link to an associated learning curve that clearly shows a wallclock-time. You may either upload an image directly to the repo (use the ./images) folder or link to a publicly-viewable plot from a service like Weights and Biases.
  • A description of what you did

C4 100 domains validation loss leaderboard

Name Validation Loss Link Verification status (leave empty)
Stephen Ge 3.24 https://api.wandb.ai/links/stephenge/w21z5rh1
Prateek Varshney 3.26 Wandb
Mehmet Hamza Erol 3.3113 Wandb
Harry Shin 3.472 Wandb
Varun Desai 3.58 https://api.wandb.ai/links/vdesai10/ekdr2kg7
Karthik Dharmarajan 3.7463 Wandb
Jack Hsieh 3.7464 Wandb
naive baseline 4.00 Verified

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