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CS336 Spring 2024 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.

Note that your submission can run for at most 24 hours on 2 H100s, and that you must evaluate on the C4 100 domains dataset that we provide. In addition, your data should be exclusively filtered from the common crawl WARC files that we provide.

In your pull request description, you should include:

  • The final validation loss that was recorded
  • A link to an associated learning curve. 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 / how you built your dataset.

C4 100 domains validation loss leaderboard

Name Validation Loss Link
chengshu 3.397 Link
Marcel Rød 3.415 wandb
rishabh 3.417 wandb
Abhinav Garg (1/5th data, full run pending) 3.432 Link
Tony Sun 3.440 wandb
Beicheng Lou 3.448 wandb
Shijia Yang 3.450 wandb
Mason Wang 3.485 wandb
Jason Wang 3.497 wandb
Sarah Chen 3.504 wandb
sundararajan 3.511 wandb
xiongb 3.511 image
Matty Reed 3.545 wandb
Sudharsan Sundar 3.582 wandb
Santiago Hernández (78k steps) 3.700 wandb
Michael Ryan 3.823 wandb
mattding 10.365 wandb

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