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CS336 Spring 2024 Assignment 1 (Basics) 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 1.5 hours on an H100, and that you may only use the OpenWebText training dataset 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 that clearly shows a wallclock-time x-axis that is less than 1.5 hours . 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

OpenWebText (subsample) validation loss leaderboard

Name Validation Loss Link
rohin 3.60 https://api.wandb.ai/links/rohinmanvi/0xenuz30
wanqiao 3.87 https://api.wandb.ai/links/wanqiao/thuus40n
chengshu 3.89 https://api.wandb.ai/links/chengshu/e78x7qnz
sundararajan 3.89 https://api.wandb.ai/links/sundararajan-team/kvqmagh7
sarah 3.98 https://api.wandb.ai/links/sachen/n5faddjv
naive baseline 5.00

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Contributors

nelson-liu avatar wanqiaox avatar chengshuli avatar rohinmanvi avatar sundararajan20 avatar sarahlc888 avatar

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