46 Commits

Author	SHA1	Message	Date
Sebastian Raschka	dd51d4ad83	Make datesets and loaders compatible with multiprocessing (#118)	2024-04-13 13:57:56 -05:00
James Holcombe	05718c6b94	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	6de0417321	cleanup	2024-04-04 07:58:41 -05:00
Sebastian Raschka	2de60d1bfb	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	3829ccdb34	Remove reundant dropout in MLP module (#105)	2024-04-03 20:19:08 -05:00
rasbt	f24da86abe	title case	2024-03-27 07:30:09 -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
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	da33ce8054	remove redundant unsqueeze in mask	2024-03-09 17:42:31 -06:00
rasbt	87fcfd9245	mha variants	2024-03-06 08:30:32 -06:00
rasbt	e0df4df433	add dropout for embedding layers	2024-03-04 07:05:06 -06:00
Sebastian Raschka	c9dccb0c40	Merge pull request #33 from rayedbw/patch-1 ... Update ch04.ipynb	2024-02-29 20:00:09 -06:00
rasbt	267e33cfaf	remove redundant import	2024-02-29 19:59:05 -06:00
rasbt	b827bf4eea	remove redundant double-unsequeeze	2024-02-29 08:31:07 -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	cdcd73ba7f	drop_last=True	2024-02-25 07:23:38 -06:00
rasbt	6243726ab3	rename to dataloader v1	2024-02-24 07:48:18 -06:00
rasbt	4e68649f16	comment update	2024-02-24 06:52:17 -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	1d6f2c9084	rearrange exercise order	2024-02-11 14:46:05 -06:00
rasbt	fe332006de	ch4 exercise solutions	2024-02-11 11:51:39 -06:00
rasbt	103f7826ad	use same iter to make figs consistent	2024-02-11 09:12:52 -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