Andrej
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e7cd674ce7
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Merge pull request #20 from lantiga/wandb-optional-import
Make wandb import conditioned to wandb_log=True
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2023-01-08 10:19:40 -08:00 |
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Luca Antiga
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09f1f458e8
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Move conditional import
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2023-01-08 15:51:50 +01:00 |
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Luca Antiga
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aba47f0a35
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Make wandb import conditioned to wandb_log=True
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2023-01-08 15:42:08 +01:00 |
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Andrej Karpathy
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e53b9d28ff
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ran readme through spellchecker heh
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2023-01-08 01:46:54 +00:00 |
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Andrej Karpathy
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df3b8a57ab
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tune the readme with new header image and the loss curve for 124M
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2023-01-08 00:41:14 +00:00 |
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Andrej Karpathy
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d56bdf05a6
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progress! based on chinchilla author correspondence
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2023-01-07 02:42:30 +00:00 |
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Andrej Karpathy
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27fc6a4112
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small tweaks to notebook
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2023-01-06 02:13:04 +00:00 |
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Andrej Karpathy
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69d1a5f1af
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update scaling laws. basically i can't reproduce any of params, flops, or scaling laws of the Chinchilla paper atm...
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2023-01-06 02:01:08 +00:00 |
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Andrej Karpathy
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9629093e53
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minor args re-arranging and removing some spurious ones like wandb entity ty @tcapelle
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2023-01-05 01:14:02 +00:00 |
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Andrej
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529c967a65
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Merge pull request #19 from nat/patch-1
Strip unwanted prefix from state keys when loading model in sample.py
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2023-01-04 16:46:32 -08:00 |
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Andrej Karpathy
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d562b3e550
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shuttling the poor mans configurator aside into its own file and adding it to all of train,sample,bench. because i am leaving args in globals() so i can avoid having to prepend every single variable with an args., i have to exec the configurator and the optional configs. so we're left with something very gross by standard convention but also quite simple and functional. *ducks*
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2023-01-05 00:44:35 +00:00 |
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Nat Friedman
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2b9e168736
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Strip unwanted prefix from state keys when loading model
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2023-01-04 16:39:30 -08:00 |
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Andrej Karpathy
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ab04701f9f
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mention current 8GPU SOTA and shuffle sections a bit
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2023-01-04 18:59:10 +00:00 |
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Andrej
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1eefbb2520
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Merge pull request #16 from jorahn/patch-1
Update README.md
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2023-01-04 09:08:50 -08:00 |
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Jonathan Rahn
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26aa5f3ead
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Update README.md
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2023-01-04 10:28:13 +01:00 |
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Andrej Karpathy
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c72ecf5d93
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add a notebook trying to reproduce chinchilla scaling laws. I can't get the numbers to be exactly right, have to look at more
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2023-01-04 00:59:34 +00:00 |
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Andrej Karpathy
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5acba4b005
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ty lambda labs
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2023-01-03 21:16:07 +00:00 |
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Andrej Karpathy
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97fc42616e
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adding few more dependencies
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2023-01-03 17:54:48 +00:00 |
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Andrej Karpathy
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9f95aca93e
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better hyperparams for gpt2 124M model on A100 40GB. still uncertain about max_iters especially, and a bit about weight decay, betas
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2023-01-03 17:45:49 +00:00 |
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Andrej Karpathy
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b45eec3e4b
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flesh out the remaining TODOs in readme a bit more
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2023-01-03 07:41:28 +00:00 |
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Andrej Karpathy
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177d5f7dc5
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disabling torch.jit.script here for massive performance boost when using torch.compile, our default. see issue #11. thanks @vgoklani for flagging
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2023-01-02 23:05:01 +00:00 |
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Laiho
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0a2ea95338
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batch file write
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2023-01-02 17:49:21 +02:00 |
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Andrej Karpathy
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ea4de192e0
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reshuffle args inside sample.py
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2023-01-02 02:11:39 +00:00 |
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Andrej Karpathy
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ec9b1f8182
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add a patch to fix mysterious unwanted prefix in state dict? maybe remove later
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2023-01-02 01:25:02 +00:00 |
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Andrej Karpathy
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41184a27f5
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rename compile_model to compile, shroter, version 2 stragglers
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2023-01-02 01:15:55 +00:00 |
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Andrej Karpathy
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35f51974c4
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rename to compile it's shorter
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2023-01-02 01:14:46 +00:00 |
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Andrej Karpathy
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2febf4463c
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candidate changes to apis, have to think through more
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2023-01-01 01:29:48 +00:00 |
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Andrej Karpathy
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7c6ea8409e
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simplify the prepare script a lot, write only using one process, seems sufficient for now. ty @LaihoE for suggestion and @proger for flagging
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2022-12-30 22:18:20 +00:00 |
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Andrej Karpathy
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d8abd21258
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typo fix in readme
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2022-12-30 00:07:58 +00:00 |
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Andrej Karpathy
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5a725d9098
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add torch.compile by default, shows almost 1.8X improvement in throughput nice
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2022-12-30 00:07:13 +00:00 |
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Andrej
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fb52554ca8
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Merge pull request #1 from ankandrew/master
Minor Frozen GPTConfig
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2022-12-29 13:45:20 -08:00 |
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ankandrew
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7f0e6d9a71
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Frozen GPTConfig
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2022-12-29 17:07:19 -03:00 |
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Andrej Karpathy
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682a0ac8f1
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properly resume training, also loading iter_num and best_val_loss from checkpoints
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2022-12-29 18:23:15 +00:00 |
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Andrej Karpathy
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f88aa2c2fe
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add link to mingpt
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2022-12-29 17:38:33 +00:00 |
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Andrej Karpathy
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f2fc4be69b
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mention 4gpu loss as well in readme
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2022-12-29 17:26:42 +00:00 |
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Andrej Karpathy
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fa57d464d7
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pull out dtype up top
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2022-12-29 05:32:55 +00:00 |
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Andrej Karpathy
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e7bac659f5
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oops missed one # have to fix
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2022-12-29 05:24:14 +00:00 |
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Andrej Karpathy
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97e2ab1b8d
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enhance readme, add some todos
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2022-12-29 05:23:36 +00:00 |
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Andrej
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cc11744131
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Add MIT LICENSE file
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2022-12-28 21:11:26 -08:00 |
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Andrej Karpathy
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dea1507252
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add support for DDP training. the scaling timings right now do not look good by default, have to dig more into
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2022-12-29 05:06:07 +00:00 |
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Andrej Karpathy
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ee6459f1d0
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readme tweaks
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2022-12-29 02:00:25 +00:00 |
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Andrej Karpathy
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3000cf5dda
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add pytorch profiler support. not sure how to support both profiler and simple benchmarking, a bit gnarly atm hmm
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2022-12-29 01:49:53 +00:00 |
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Andrej Karpathy
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b760ef1358
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add data loading into benchmarking as well, just for completeness
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2022-12-29 00:05:32 +00:00 |
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Andrej Karpathy
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70b5d93aee
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add benchmarking script v0
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2022-12-28 23:55:43 +00:00 |
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Andrej Karpathy
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5d2b4807bf
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adding a lightweight configurator that may be a terrible mistake lol. also adding configs to evaluate the baseline GPT2 versions released by OpenAI on OWT. we have some ways to go to match those numbers atm
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2022-12-28 23:31:23 +00:00 |
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Andrej Karpathy
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c9fe00c0e9
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small readme clarification and training script defaults changes
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2022-12-28 01:45:55 +00:00 |
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Andrej Karpathy
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fe8042867c
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first very bad commit
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2022-12-28 00:58:19 +00:00 |
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