37 Commits

Author	SHA1	Message	Date
rasbt	fe8bb9291e	update formatting	2024-05-24 07:20:37 -05:00
rasbt	d93fbbd4b9	flops analysis	2024-05-23 20:35:41 -05:00
rasbt	9e149417b2	fix swiglu acronym	2024-05-01 20:26:17 -05:00
Sebastian Raschka	a5b353667d	Rename drop_resid to drop_shortcut (#136)	2024-04-28 14:31:27 -05:00
rasbt	90fb214822	update figures	2024-04-20 11:42:03 -05:00
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
Sebastian Raschka	5beff4e25a	Remove reundant dropout in MLP module (#105)	2024-04-03 20:19:08 -05:00
Sebastian Raschka	a2cd8436cb	Ch05 supplementary code (#81)	2024-03-19 09:26:26 -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
rasbt	861c296312	add imports and version on top	2024-03-16 09:50:00 -05:00
joel-foo	dbb5e65a29	Remove duplicate cells	2024-03-10 21:40:57 +08:00
rasbt	e0df4df433	add dropout for embedding layers	2024-03-04 07:05:06 -06:00
rasbt	267e33cfaf	remove redundant import	2024-02-29 19:59:05 -06:00
Rayed Bin Wahed	2fb035435e	Update ch04.ipynb ... Add missing import	2024-02-27 23:05:36 +08:00
rasbt	f6266c3756	improve code comments	2024-02-27 06:40:35 -06:00
rasbt	3f186ab072	use .shape instead of .size() for consistency	2024-02-25 08:47:25 -06:00
rasbt	f057156181	use smaller number of tokens to emphasize next token prediction goal	2024-02-15 20:09:20 -06:00
rasbt	557ddfc684	make a new example for shortcut connections	2024-02-15 19:34:12 -06:00
rasbt	250e6306e2	use attn_scores from sec 3.4 instead of 3.3	2024-02-14 20:23:59 -06:00
rasbt	231a854ae7	use less ambiguous var name	2024-02-13 07:05:37 -06:00
rasbt	fe332006de	ch4 exercise solutions	2024-02-11 11:51:39 -06:00
rasbt	352b83d225	make softmax explicit	2024-02-11 08:42:21 -06:00
rasbt	7d86023fc4	make softmax explicit	2024-02-11 08:41:45 -06:00
rasbt	5840b4b5f8	update name of last section	2024-02-11 07:35:07 -06:00
rasbt	baa8617921	variable name fix	2024-02-10 17:53:54 -06:00
rasbt	496b52f842	format the other GPT architecture sizes	2024-02-10 17:47:56 -06:00
rasbt	10aa2d099d	add print statements for illustration purposes	2024-02-10 10:10:14 -06:00
rasbt	5d1d8ce511	add shape information for clarity	2024-02-08 20:16:54 -06:00
rasbt	3a5fc79b38	add and update readme files	2024-02-05 06:51:58 -06:00
rasbt	2b38b63a7a	move overview up	2024-02-04 15:57:03 -06:00
rasbt	bb50de7210	adjust figure width	2024-02-04 10:12:11 -06:00
rasbt	1653f6953a	adjust figure width	2024-02-04 10:09:36 -06:00
rasbt	ec312e581b	add chapter 4 code	2024-02-04 10:02:05 -06:00
rasbt	d261abce4c	add forward pass	2024-01-31 08:00:19 -06:00
rasbt	fcb13fd636	add code backbone ch04	2024-01-29 08:14:23 -06:00