Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							3f93d73d6d 
							
						 
					 
					
						
						
							
							Alt weight loading code via PyTorch ( #585 )  
						
						... 
						
						
						
						* Alt weight loading code via PyTorch
* commit additional files 
						
						
					 
					
						2025-03-27 20:10:23 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c21bfe4a23 
							
						 
					 
					
						
						
							
							Add PyPI package ( #576 )  
						
						... 
						
						
						
						* Add PyPI package
* fixes
* fixes 
						
						
					 
					
						2025-03-23 19:28:49 -05:00 
						 
				 
			
				
					
						
							
							
								Greg Gandenberger 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c1611d4ea8 
							
						 
					 
					
						
						
							
							Fix minor printing issue and note inconsistency across platforms ( #563 )  
						
						... 
						
						
						
						* Fix printing issue and note inconsistency
* Rerun notebook 
						
						
					 
					
						2025-03-14 15:12:09 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							5fc78ff9fd 
							
						 
					 
					
						
						
							
							Add a note about "zsh: illegal hardware instruction python" error ( #555 )  
						
						
						
						
					 
					
						2025-03-02 15:18:24 -06:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							a6cc574605 
							
						 
					 
					
						
						
							
							Upgrade to NumPy 2.0 ( #520 )  
						
						... 
						
						
						
						* Upgrade to NumPy 2.0
* bump pytorch
* bump pytorch
* bump pytorch
* bump pytorch
* bump pytorch
* update
* update packages 
						
						
					 
					
						2025-02-09 06:21:58 -06:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							68e2efe1c9 
							
						 
					 
					
						
						
							
							Mention small discrepancy due to Dropout non-reproducibility in PyTorch ( #519 )  
						
						... 
						
						
						
						* Mention small discrepancy due to Dropout non-reproducibility in PyTorch
* bump pytorch version 
						
						
					 
					
						2025-02-06 14:59:52 -06:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							25ea71e713 
							
						 
					 
					
						
						
							
							Alternative weight loading via .safetensors ( #507 )  
						
						
						
						
					 
					
						2025-01-29 08:15:29 -06:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							bfa4215774 
							
						 
					 
					
						
						
							
							llama note  
						
						
						
						
					 
					
						2024-09-26 07:41:11 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							ea9b4e83a4 
							
						 
					 
					
						
						
							
							Add chatpgpt-like user interface ( #360 )  
						
						... 
						
						
						
						* Add chatpgpt-like user interface
* fixes 
						
						
					 
					
						2024-09-17 08:26:44 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							c2117ca073 
							
						 
					 
					
						
						
							
							topk comment  
						
						
						
						
					 
					
						2024-08-20 20:44:15 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							01cb137bfd 
							
						 
					 
					
						
						
							
							Note about MPS devices ( #329 )  
						
						
						
						
					 
					
						2024-08-19 20:58:45 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							8ef5022511 
							
						 
					 
					
						
						
							
							Note about ch05 mps support ( #324 )  
						
						
						
						
					 
					
						2024-08-19 07:40:24 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							b2858a91c5 
							
						 
					 
					
						
						
							
							remove redundant indentation  
						
						
						
						
					 
					
						2024-08-16 07:54:02 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							5f0c55ddee 
							
						 
					 
					
						
						
							
							fix code cell ordering  
						
						
						
						
					 
					
						2024-08-12 19:04:05 -05:00 
						 
				 
			
				
					
						
							
							
								SSebo 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							7643c6c0c4 
							
						 
					 
					
						
						
							
							Update ch05.ipynb ( #297 )  
						
						... 
						
						
						
						typo 
						
						
					 
					
						2024-08-05 07:12:27 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							08040f024c 
							
						 
					 
					
						
						
							
							Test code in pytorch 2.4 ( #285 )  
						
						... 
						
						
						
						* test code in pytorch 2.4
* update 
						
						
					 
					
						2024-07-24 21:53:41 -05:00 
						 
				 
			
				
					
						
							
							
								TITC 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							6cbe6520a2 
							
						 
					 
					
						
						
							
							47,678-->48,725 ( #281 )  
						
						
						
						
					 
					
						2024-07-22 21:24:57 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							31806828d0 
							
						 
					 
					
						
						
							
							add links to summary sections  
						
						
						
						
					 
					
						2024-06-29 07:33:26 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							219f45f808 
							
						 
					 
					
						
						
							
							refresh cross entropy figure  
						
						
						
						
					 
					
						2024-06-29 07:22:23 -05:00 
						 
				 
			
				
					
						
							
							
								Daniel Kleine 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							1e69c8e0b5 
							
						 
					 
					
						
						
							
							fixed minor issues ( #252 )  
						
						... 
						
						
						
						* fixed typo
* fixed var name in md text 
						
						
					 
					
						2024-06-29 06:38:25 -05:00 
						 
				 
			
				
					
						
							
							
								Daniel Kleine 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							81c843bdc0 
							
						 
					 
					
						
						
							
							minor fixes ( #246 )  
						
						... 
						
						
						
						* removed duplicated white spaces
* Update ch07/01_main-chapter-code/ch07.ipynb
* Update ch07/05_dataset-generation/llama3-ollama.ipynb
* removed duplicated white spaces
* fixed title again
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com> 
						
						
					 
					
						2024-06-25 17:30:30 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							cf0df54d7d 
							
						 
					 
					
						
						
							
							Show epochs as integers on x-axis ( #241 )  
						
						... 
						
						
						
						* Show epochs as integers on x-axis
* Update ch07/01_main-chapter-code/previous_chapters.py
* remove extra s
* modify exercise plots
* update chapter 7 plot
* resave ch07 for better file diff 
						
						
					 
					
						2024-06-23 07:41:25 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							977f9c6eac 
							
						 
					 
					
						
						
							
							fix device loading  
						
						
						
						
					 
					
						2024-06-20 08:07:00 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							7bf70baf10 
							
						 
					 
					
						
						
							
							Remove duplicated cell ( #212 )  
						
						... 
						
						
						
						* add a suggestion since code snippet has been repeated.
* remove duplicated cell
---------
Co-authored-by: Shuyib <benmainye@gmail.com> 
						
						
					 
					
						2024-06-15 12:48:34 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c6466990bb 
							
						 
					 
					
						
						
							
							explain truncation in ch05  
						
						
						
						
					 
					
						2024-06-12 19:50:11 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							1b1fd21d64 
							
						 
					 
					
						
						
							
							fix typo in comment  
						
						
						
						
					 
					
						2024-06-09 06:14:02 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							b352d9ef0a 
							
						 
					 
					
						
						
							
							update loss  
						
						
						
						
					 
					
						2024-05-31 07:30:57 -05:00 
						 
				 
			
				
					
						
							
							
								Kumar Utsav 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							bc5d73857c 
							
						 
					 
					
						
						
							
							Update ch05.ipynb  
						
						... 
						
						
						
						Fixed incorrect token ids 
						
						
					 
					
						2024-05-29 20:34:23 +05:30 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							98d453b666 
							
						 
					 
					
						
						
							
							update formatting  
						
						
						
						
					 
					
						2024-05-24 07:20:37 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							a5593f9860 
							
						 
					 
					
						
						
							
							change defaults to 0 temp  
						
						
						
						
					 
					
						2024-05-19 09:04:49 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							1463b2ae47 
							
						 
					 
					
						
						
							
							use default value for temperature  
						
						
						
						
					 
					
						2024-05-19 08:48:10 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							4851d5a0fa 
							
						 
					 
					
						
						
							
							add eos_id option for ch07  
						
						
						
						
					 
					
						2024-05-18 12:35:40 -05:00 
						 
				 
			
				
					
						
							
							
								speed 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							45f6e72f40 
							
						 
					 
					
						
						
							
							fix 1024 characters to 1024 tokens ( #152 )  
						
						
						
						
					 
					
						2024-05-11 13:17:07 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							aec169dc12 
							
						 
					 
					
						
						
							
							link formatting  
						
						
						
						
					 
					
						2024-04-30 06:26:23 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c70ddff558 
							
						 
					 
					
						
						
							
							Return nan if val loader is empty ( #124 )  
						
						
						
						
					 
					
						2024-04-20 08:02:30 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							155ac03f61 
							
						 
					 
					
						
						
							
							use torch no grad for loss ( #119 )  
						
						
						
						
					 
					
						2024-04-14 08:13:07 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							dd51d4ad83 
							
						 
					 
					
						
						
							
							Make datesets and loaders compatible with multiprocessing ( #118 )  
						
						
						
						
					 
					
						2024-04-13 13:57:56 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							9f3f231ac7 
							
						 
					 
					
						
						
							
							use correct lr  
						
						
						
						
					 
					
						2024-04-12 19:55:07 -04:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							55ebabf95c 
							
						 
					 
					
						
						
							
							Automated link checking ( #117 )  
						
						... 
						
						
						
						* Automated link checking
* Fix links in Jupyter Nbs 
						
						
					 
					
						2024-04-12 19:08:34 -04:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							e757091301 
							
						 
					 
					
						
						
							
							Organized setup instructions ( #115 )  
						
						... 
						
						
						
						* Organized setup instructions
* update tets
* link checker action
* raise error upon broken link
* fix links
* fix links
* delete duplicated paragraph 
						
						
					 
					
						2024-04-10 22:09:46 -04:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							58d5bd9e39 
							
						 
					 
					
						
						
							
							address suggestions to improve clarity  
						
						
						
						
					 
					
						2024-04-07 08:41:09 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							c5a17393fc 
							
						 
					 
					
						
						
							
							variable renaming for clarity  
						
						
						
						
					 
					
						2024-04-05 07:26:42 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							8c36399e7c 
							
						 
					 
					
						
						
							
							rename hparams to settings  
						
						
						
						
					 
					
						2024-04-05 07:24:46 -05:00 
						 
				 
			
				
					
						
							
							
								Sebastian Raschka 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							adc2964fc5 
							
						 
					 
					
						
						
							
							Fix Loss in Gutenberg bonus section ( #109 )  
						
						
						
						
					 
					
						2024-04-04 20:54:09 -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 
							
						 
					 
					
						
						
						
						
							
						
						
							e14585e954 
							
						 
					 
					
						
						
							
							rename batch to text  
						
						
						
						
					 
					
						2024-04-02 20:46:53 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							776a517d18 
							
						 
					 
					
						
						
							
							figure scaling  
						
						
						
						
					 
					
						2024-04-01 08:05:01 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							ee096986ea 
							
						 
					 
					
						
						
							
							upload exercise solutions of ch05  
						
						
						
						
					 
					
						2024-03-31 20:28:51 -05:00 
						 
				 
			
				
					
						
							
							
								rasbt 
							
						 
					 
					
						
						
						
						
							
						
						
							83adc4a2ac 
							
						 
					 
					
						
						
							
							add weight sizes  
						
						
						
						
					 
					
						2024-03-31 08:48:19 -05:00