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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
marcel 3.12 https://api.wandb.ai/links/marcelroed/j5mgt64n
yann 3.18 https://api.wandb.ai/links/hashimoto-group/5t1e2wjd
tony 3.38 https://api.wandb.ai/links/tonysun9/sq4bs0al
sundararajan 3.55 https://api.wandb.ai/links/sundararajan-team/hfzoaoof
Jason Wang 3.56 https://api.wandb.ai/links/blahblahhhj/wzewv5jr
rohin 3.60 https://api.wandb.ai/links/rohinmanvi/0xenuz30
rishabh 3.64 https://api.wandb.ai/links/rishabh-ranjan/amq3n70d
chengshu 3.69 https://api.wandb.ai/links/chengshu/q9dgud3z
imsanti 3.79 https://api.wandb.ai/links/estanfor/6ia1n3zv
Matty Reed 3.80 image
Arvind 3.817 image
usman 3.86 image
wanqiao 3.87 https://api.wandb.ai/links/wanqiao/thuus40n
Judy Shen 3.87 https://api.wandb.ai/links/jhshen/c7t0mvgk
Shijia Yang 3.87 https://api.wandb.ai/links/shijiayang/13ckenoc
Nick Walker 3.89 https://api.wandb.ai/links/nhwalk13/kkheu8no
Zitong Yang 3.91 https://api.wandb.ai/links/zitongyang/j0fzs8tn
Michael Ryan 3.91 https://api.wandb.ai/links/michael-nlp/9hf4l35j
sarah 3.98 https://api.wandb.ai/links/sachen/n5faddjv
matt 4.13 https://api.wandb.ai/links/myorg1/efyphohq
Sudharsan 4.15 https://api.wandb.ai/links/alephentine/phqvlcwh
Mason 4.30 image
Lucas 4.35 image
Thomas Chen 4.89 https://api.wandb.ai/links/aqlab/8gx0m7in
naive baseline 5.00

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