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62 Commits

Author SHA1 Message Date
Sebastian Raschka
5ae5e9df3b Try windows runners (#133) 
* try windows runners

* update triggers

* trigger with code file update

* add new status badges
 2024-04-28 07:39:23 -05:00
Sebastian Raschka
0528446584 Make code more consistent and add projection layer (#131) 
* Make code more consistent and add projection

* remove redundant buffer
 2024-04-26 17:13:08 -05:00
Sebastian Raschka
b5878a80ff Use dim=-1 for consistency (#122) 2024-04-18 05:56:23 -05:00
James Holcombe
0b866c133f Use instance tokenizer (#116) 
* Use instance tokenizer

* consistency updates

---------

Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
 2024-04-10 21:16:19 -04:00
rasbt
c8cffefb6f cleanup 2024-04-04 07:58:41 -05:00
Sebastian Raschka
ccd7cebbb3 Rename variable to context_length to make it easier on readers (#106) 
* rename to context length

* fix spacing
 2024-04-04 07:27:41 -05:00
rasbt
21140b98d4 update notes 2024-04-02 18:27:13 -05:00
Intelligence-Manifesto
0b47dfc381 "Typographical error (#104) 2024-04-02 18:07:21 -05:00
rasbt
3ad442ee90 skip version cell 2024-03-28 08:23:33 -05:00
Sebastian Raschka
cf39abac04 Add and link bonus material (#84) 2024-03-23 07:27:43 -05:00
Sebastian Raschka
a2cd8436cb Ch05 supplementary code (#81) 2024-03-19 09:26:26 -05:00
Sebastian Raschka
ca96abac8a Set up basic test gh worklows (#79) 
* Set up basic test gh worklows

* update file paths

* env check

* add env check

* Update requirements.txt

* simplify

* upd
 2024-03-18 11:58:37 -05:00
Sebastian Raschka
9d6da22ebb Update pep8 (#78) 
* simplify requirements file

* style

* apply linter
 2024-03-18 08:16:17 -05:00
rasbt
4fc6de7afa add notes 2024-03-17 09:29:06 -05:00
rasbt
d60da19fd0 add more notes and embed figures externally to save space 2024-03-17 09:08:38 -05:00
Intelligence-Manifesto
d4b4e3d0f0 the above -> the following 2024-03-15 05:00:28 +08:00
rasbt
1870b4bacd update stride param 2024-03-13 08:39:59 -05:00
rasbt
0d517e98b9 update 2024-03-13 08:37:54 -05:00
rasbt
f2c8eeb6b8 pretraining on project gutenberg 2024-03-13 08:34:39 -05:00
rasbt
569f6bc7f0 benchmark numbers 2024-03-13 07:12:10 -05:00
taihaozesong
f1fa9df15c Fix mha wrapper implementations in ch03 bonus 2024-03-13 18:02:26 +08:00
rasbt
321f3d33f9 add cuda warmup 2024-03-10 10:31:55 -05:00
rasbt
244137e8a1 amend 2024-03-10 08:05:22 -05:00
rasbt
76205521d7 different dropout behavior on macos and linux 2024-03-10 07:58:10 -05:00
rasbt
73822b8bfa move ex 3.3 solution outside main chapter 2024-03-10 07:18:24 -05:00
rasbt
da33ce8054 remove redundant unsqueeze in mask 2024-03-09 17:42:31 -06:00
rasbt
6ba97adaee add PyTorch version 2024-03-09 17:42:30 -06:00
rasbt
5ca60321c4 add a100 numbers 2024-03-09 10:20:08 -06:00
rasbt
29ca41799a use need_weights=False 2024-03-09 10:09:17 -06:00
rasbt
5643c88db9 add pytorch mha 2024-03-08 09:30:55 -06:00
rasbt
3beaea46ce add lowres figs for better navigation 2024-03-08 07:18:06 -06:00
rasbt
404f48aa74 automatically run on gpu or cpu 2024-03-07 20:14:03 -06:00
rasbt
99a5e28def rename q,k,v for consistency with chapter 3 2024-03-07 06:30:40 -06:00
Rayed Bin Wahed
496079c61e Update mha-implementations.ipynb 
Fix variable spelling in comments to keep consistent with code
 2024-03-06 23:03:57 +08:00
rasbt
b6fe1a37b3 also add simple wrapper 2024-03-06 08:38:53 -06:00
rasbt
571377a2d6 update title 2024-03-06 08:34:04 -06:00
rasbt
87fcfd9245 mha variants 2024-03-06 08:30:32 -06:00
rasbt
d4754f1bdd change dim=1 to dim=-1 2024-03-04 18:54:43 -06:00
rasbt
b827bf4eea remove redundant double-unsequeeze 2024-02-29 08:31:07 -06:00
rasbt
250e6306e2 use attn_scores from sec 3.4 instead of 3.3 2024-02-14 20:23:59 -06:00
Intelligence-Manifesto
6a09e7b03a **step 2** 
step 2: According to the context, the formatting here should be **step 2**. 
Additionally, it seems that there is a lack of text description for step 1 in this section, as other sections are all labeled with steps 1, 2, 3 in order, clearly indicating the steps.
 2024-02-12 18:32:28 +08:00
Intelligence-Manifesto
1278615c25 12 -> 21 
12 -> 21
 2024-02-11 14:17:55 +08:00
rasbt
3a5fc79b38 add and update readme files 2024-02-05 06:51:58 -06:00
rasbt
8860e16e05 <|endoftext|> token in dataset v1 2024-01-21 12:03:04 -06:00
rasbt
92896d817c add toggle for qkv_bias 2024-01-17 07:50:57 -06:00
rasbt
dfe2c3b46f use blocksize in positional embedding 2024-01-15 08:15:33 -06:00
rasbt
9e85f13ba9 readability improvements 2024-01-15 07:36:19 -06:00
rasbt
a7b4880179 small readability updates 2024-01-14 11:58:42 -06:00
rasbt
c79499572f update chapter title 2024-01-13 14:51:39 -06:00
rasbt
c400f77f26 update exercise solutions 2024-01-13 14:49:02 -06:00