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880 次代码提交

作者 SHA1 备注 提交日期
Andrej Karpathy a13b2bd10b fix bug check null 2024-05-25 13:50:56 +00:00
Andrej Karpathy 2a0f78d617 attempt to fix windows episode 2 2024-05-25 00:44:16 +00:00
Andrej Karpathy 5b96d91893 attempt to fix windows? 2024-05-25 00:39:40 +00:00
Andrej Karpathy f2ee356a06 resolve merge conflict 2024-05-25 00:33:12 +00:00
Andrej 4ff0412751 Merge pull request #450 from rosslwheeler/dataloader_win_fixes
Add glob() for windows
2024-05-24 17:30:35 -07:00
Andrej 6a7fd56d7c Merge pull request #439 from lancerts/matmul-fix
Fix the unsupported block_size in matmul_backward_bias kernel 1
2024-05-24 17:26:37 -07:00
Andrej 5ef2c04a39 Merge pull request #458 from karpathy/feature/weight_decay_2d_only
add weight decay
2024-05-24 17:22:49 -07:00
Andrej Karpathy 9f08882051 add weight decay, but only for 2D tensors, as done in GPT series and in general too. this forces us to break up our adamw kernel again into one call per tensor, so there is a small throughput hit, of about 0.5% for me. but we have to break up this kernel in near future anyway 2024-05-25 00:14:10 +00:00
Ross Wheeler 79738d2ca4 fixed mkdir change 2024-05-24 17:05:59 -07:00
Ross Wheeler e5083be900 Moved windows glob() over to dev/unistd.h
Added header guard and changed long->int64_t in dataloader.h
2024-05-24 16:56:52 -07:00
rosslwheeler 1ec081e64e Merge branch 'karpathy:master' into dataloader_win_fixes 2024-05-24 16:19:45 -07:00
Andrej Karpathy e60c4843a3 Merge branch 'ngc92-cpu-matmul' 2024-05-24 23:10:34 +00:00
Andrej Karpathy 3221e4b2d2 small cosmetic changes 2024-05-24 23:10:17 +00:00
Andrej Karpathy 6e4296fb9a Merge branch 'cpu-matmul' of https://github.com/ngc92/llm.c into ngc92-cpu-matmul 2024-05-24 22:59:24 +00:00
rosslwheeler 5e0fa452e0 Merge branch 'karpathy:master' into dataloader_win_fixes 2024-05-24 15:48:45 -07:00
Andrej Karpathy b8674cedf8 Merge branch 'ademeure-deterministic_encoder_v2' 2024-05-24 22:18:26 +00:00
Andrej Karpathy 8b951056b5 resolve merge conflict 2024-05-24 22:04:02 +00:00
Andrej Karpathy 5ddb06182c Merge branch 'ademeure-deterministic_layernorm' 2024-05-24 21:53:08 +00:00
Andrej Karpathy 25f17e6748 small formatting fix before merge 2024-05-24 21:53:00 +00:00
Andrej Karpathy dbacaf84cf Merge branch 'deterministic_layernorm' of https://github.com/ademeure/llm.c into ademeure-deterministic_layernorm 2024-05-24 21:46:25 +00:00
Andrej bf03e7fd4c Merge pull request #456 from ngc92/large-batch-fix
fix for large batch sizes
2024-05-24 12:00:41 -07:00
Andrej Karpathy 16b364d256 change -o to be not file but directory, and create a main.log inside it for the log. this is to prepare for writing of checkpoints, where we want to re-use this directory for those as well 2024-05-24 17:57:50 +00:00
Erik Schultheis 1b98637960 int -> int64_t 2024-05-24 20:11:34 +03:00
Erik Schultheis df2e0dadd2 int64_t 2024-05-24 19:59:53 +03:00
Andrej Karpathy 1d10e788af fix bug pretty sure this should just be a void* pointer 2024-05-24 16:51:26 +00:00
Andrej Karpathy 613a125216 add checkpoint function write to file 2024-05-24 16:49:20 +00:00
Erik Schultheis 2a736cb9e2 fix for large batch sizes 2024-05-24 19:45:41 +03:00
Andrej Karpathy 08fe3eef43 change default shard size for fineweb10B 2024-05-24 15:56:05 +00:00
Andrej b0f065fcf8 Merge pull request #455 from ngc92/fineweb
update fine-web preprocessing: faster, and much less RAM consumption
2024-05-24 08:54:55 -07:00
Erik Schultheis b66eb66ac7 update fine-web preprocessing: faster, and much less RAM consumption 2024-05-24 17:45:26 +03:00
rosslwheeler a241a00ad4 Merge branch 'karpathy:master' into dataloader_win_fixes 2024-05-23 23:12:15 -07:00
Andrej Karpathy dee4e42548 add option to not run hellaswag, interferes with a bunch of testing, e.g. if T is low 2024-05-24 03:47:07 +00:00
Andrej Karpathy 032e76c259 start putting llm.c and pytorch right next to each other, identical training runs with identical results and prints. almost 2024-05-24 01:02:21 +00:00
Andrej 4b88d2a976 Merge pull request #453 from otabuzzman/master
A Swift port of this project
2024-05-23 14:26:28 -07:00
Andrej Karpathy 64b6a14679 add learning rate decay schedule, now we have the full scheduler implemented 2024-05-23 21:19:00 +00:00
Andrej Karpathy 661975cc3c add learning rate warmup option 2024-05-23 20:57:04 +00:00
Andrej Karpathy 645869b6f7 add weight decay -c option and be more careful in our tests of correctness, our weight decay didn't match to pytorch. also modify the betas in AdamW to be consistent with those used in GPT-3 training 2024-05-23 20:45:59 +00:00
Andrej Karpathy 949d71a3d2 only rank 0 logs 2024-05-23 20:32:56 +00:00
Andrej Karpathy 3cb2812774 skip hellaswag eval on step 0 i think... not sure but ok for now 2024-05-23 19:27:04 +00:00
Jürgen Schuck 8af1818cb1 Merge branch 'karpathy:master' into master 2024-05-23 21:18:01 +02:00
otabuzzman 5f87b13f34 Update documentation with Swift port reference 2024-05-23 21:15:01 +02:00
Andrej 518805b7f4 Init from random weights, matching PyTorch
Merge pull request #451 from karpathy/feature/random_init
2024-05-23 12:11:05 -07:00
Andrej Karpathy 1f91bfc442 fix small bug on eval logging 2024-05-23 18:19:25 +00:00
Andrej Karpathy 86682af9a9 llm.c matches pytorch init from scratch exactly now 2024-05-23 17:50:33 +00:00
Andrej Karpathy 70a9c75348 use pytorch rand and fix dumb bug lol 2024-05-23 15:16:49 +00:00
Andrej Karpathy bc1ebc110a Merge branch 'feature/rand' of https://github.com/azret/llm.c into feature/random_init 2024-05-23 14:59:44 +00:00
Andrej Karpathy e6a7d1d3e9 allow the python script to also init from random and save those weights, so it's a good reference for our C implementation 2024-05-23 14:59:25 +00:00
Andrej Karpathy d09631807a first draft of random init, crashes with some cuBLAS error, debugging 2024-05-23 14:35:46 +00:00
Ross Wheeler d3f26951ef Add glob() for windows
Tested with tinyshakespeare and fineweb
2024-05-23 00:06:18 -07:00
Andrej Karpathy d3cf9e211c fix bug free only if initted 2024-05-23 00:49:32 +00:00