Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							6dd8666d9c 
							
						 
					 
					
						
						
							
							Test code in pytorch 2.4 ( #285 )  
						
						... 
						
						
						
						* test code in pytorch 2.4
* update 
						
						
					 
					
						2024-07-24 21:53:41 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							5e24a042c1 
							
						 
					 
					
						
						
							
							add links to summary sections  
						
						
						
						
					 
					
						2024-06-29 07:33:26 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							01c4b8f645 
							
						 
					 
					
						
						
							
							add clarification about :num_tokens  
						
						
						
						
					 
					
						2024-06-29 07:16:42 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							c1f9361428 
							
						 
					 
					
						
						
							
							add main and optional sections  
						
						
						
						
					 
					
						2024-06-19 17:48:25 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							e2f0d936f8 
							
						 
					 
					
						
						
							
							update dotted line  
						
						
						
						
					 
					
						2024-06-17 20:17:56 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							8fa64806fc 
							
						 
					 
					
						
						
							
							dim-consistency  
						
						
						
						
					 
					
						2024-06-12 19:43:25 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							40ba3a4068 
							
						 
					 
					
						
						
							
							Remove leftover instances of self.tokenizer ( #201 )  
						
						... 
						
						
						
						* Remove leftover instances of self.tokenizer
* add endoftext token 
						
						
					 
					
						2024-06-08 14:57:34 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							98d23751f7 
							
						 
					 
					
						
						
							
							Explain value truncation in some figures ( #199 )  
						
						... 
						
						
						
						* clarify truncation
* typo fix 
						
						
					 
					
						2024-06-08 13:24:37 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							a6113fcd33 
							
						 
					 
					
						
						
							
							clarify truncation  
						
						
						
						
					 
					
						2024-06-08 13:13:43 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							f86a929665 
							
						 
					 
					
						
						
							
							revert unnecessary changes  
						
						
						
						
					 
					
						2024-05-27 07:37:06 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							134334ce21 
							
						 
					 
					
						
						
							
							Revert "Revert "newline""  
						
						... 
						
						
						
						This reverts commit 6aa2a587d22105910bd6f07c6c79a5abf83a5eb6. 
						
						
					 
					
						2024-05-27 07:32:45 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							6aa2a587d2 
							
						 
					 
					
						
						
							
							Revert "newline"  
						
						... 
						
						
						
						This reverts commit 9eeeb67329f6ee0ee562a716586722bf00d68bb8. 
						
						
					 
					
						2024-05-27 07:32:22 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							9eeeb67329 
							
						 
					 
					
						
						
							
							newline  
						
						
						
						
					 
					
						2024-05-27 07:30:27 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							ec6e09136a 
							
						 
					 
					
						
						
							
							update pr  
						
						
						
						
					 
					
						2024-05-26 15:38:35 -05:00 
						 
				 
			
				
					
						
							
							
								Kostyantyn Borysenko 
							
						 
					 
					
						
						
						
						
							
						
						
							18b5724e75 
							
						 
					 
					
						
						
							
							Fix an incorrect input dimension  
						
						
						
						
					 
					
						2024-05-26 13:05:07 -07:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							fe8bb9291e 
							
						 
					 
					
						
						
							
							update formatting  
						
						
						
						
					 
					
						2024-05-24 07:20:37 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							b8ba2c257a 
							
						 
					 
					
						
						
							
							make consistent with the latest production version  
						
						
						
						
					 
					
						2024-05-18 12:08:39 -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 
						 
				 
			
				
					
						
							
							
								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 
							
						 
					 
					
						
						
						
						
							
						
						
							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 
						 
				 
			
				
					
						
							
							
								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 
							
						 
					 
					
						
						
						
						
							
						
						
							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 
							
						 
					 
					
						
						
						
						
							
						
						
							3beaea46ce 
							
						 
					 
					
						
						
							
							add lowres figs for better navigation  
						
						
						
						
					 
					
						2024-03-08 07:18:06 -06:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							b6fe1a37b3 
							
						 
					 
					
						
						
							
							also add simple wrapper  
						
						
						
						
					 
					
						2024-03-06 08:38:53 -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 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							f279134492 
							
						 
					 
					
						
						
							
							small cosmetic fixes and improvements  
						
						
						
						
					 
					
						2024-01-10 08:01:19 -06:00