Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							48e98abc8e 
							
						 
					 
					
						
						
							
							add special token handling to bpe from scratch code ( #616 )  
						
						 
						
						
						
						
					 
					
						2025-04-13 12:38:22 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							d5eaa36416 
							
						 
					 
					
						
						
							
							Ch06 and Ch07 videos ( #613 )  
						
						 
						
						... 
						
						
						
						* Ch06 and Ch07 videos
* exclude google scholar from link checking 
						
						
					 
					
						2025-04-12 14:51:02 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								PRASHANTH REDDY NIMMAKAYALA 
							
						 
					 
					
						
						
						
						
							
						
						
							cff41c1fbc 
							
						 
					 
					
						
						
							
							fix: typo in ch07.ipynb ( #612 )  
						
						 
						
						
						
						
					 
					
						2025-04-12 10:29:53 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							b662ec9ada 
							
						 
					 
					
						
						
							
							Improve ModernBERT comments ( #606 )  
						
						 
						
						... 
						
						
						
						* Improve modernbert comments
* bash code formatting 
						
						
					 
					
						2025-04-06 18:29:22 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							9e08fff657 
							
						 
					 
					
						
						
							
							align formulas in notes with code ( #605 )  
						
						 
						
						
						
						
					 
					
						2025-04-06 16:46:53 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							97a199e40b 
							
						 
					 
					
						
						
							
							Disable mask saving as weight in Llama 3 model ( #604 )  
						
						 
						
						... 
						
						
						
						* Disable mask saving as weight
* update pixi
* update pixi 
						
						
					 
					
						2025-04-06 09:33:36 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							c43d7ef663 
							
						 
					 
					
						
						
							
							reformat nbs ( #602 )  
						
						 
						
						
						
						
					 
					
						2025-04-05 16:18:27 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							ab17357474 
							
						 
					 
					
						
						
							
							Correct BERT experiments ( #600 )  
						
						 
						
						
						
						
					 
					
						2025-04-05 10:05:15 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							14f976e024 
							
						 
					 
					
						
						
							
							Add ModernBERT ( #598 )  
						
						 
						
						
						
						
					 
					
						2025-04-05 09:13:30 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							396e96ab07 
							
						 
					 
					
						
						
							
							Fix Llama language typo in bonus materials ( #597 )  
						
						 
						
						
						
						
					 
					
						2025-04-02 21:41:36 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							f61baf86f2 
							
						 
					 
					
						
						
							
							Fix link ( #596 )  
						
						 
						
						
						
						
					 
					
						2025-04-02 09:47:07 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							2dc2df593a 
							
						 
					 
					
						
						
							
							Llama3Fast ( #593 )  
						
						 
						
						... 
						
						
						
						* Llama3Fast
* Update pkg/llms_from_scratch/tests/test_llama3.py 
						
						
					 
					
						2025-04-01 12:56:11 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							4128a91c1d 
							
						 
					 
					
						
						
							
							Add Llama 3.2 to pkg ( #591 )  
						
						 
						
						... 
						
						
						
						* Add Llama 3.2 to pkg
* remove redundant attributes
* update tests
* updates
* updates
* updates
* fix link
* fix link 
						
						
					 
					
						2025-03-31 18:59:47 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								casinca 
							
						 
					 
					
						
						
						
						
							
						
						
							d7c316533a 
							
						 
					 
					
						
						
							
							removing unused RoPE parameters ( #590 )  
						
						 
						
						... 
						
						
						
						* removing unused RoPE parameters
* remove redundant context_length in GQA
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com> 
						
						
					 
					
						2025-03-31 17:10:39 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							d75f74bd0c 
							
						 
					 
					
						
						
							
							Fix data download if UCI is temporarily down ( #592 )  
						
						 
						
						
						
						
					 
					
						2025-03-31 16:25:53 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							0bdcce4e40 
							
						 
					 
					
						
						
							
							Clarify dataset length in chapter 2 ( #589 )  
						
						 
						
						
						
						
					 
					
						2025-03-30 16:01:37 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							4e3b752e5e 
							
						 
					 
					
						
						
							
							Memory optimized Llama ( #588 )  
						
						 
						
						... 
						
						
						
						* Memory optimized Llama
* re-ad login 
						
						
					 
					
						2025-03-30 15:18:12 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							e55e3e88e1 
							
						 
					 
					
						
						
							
							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 
							
						 
					 
					
						
						
						
						
							
						
						
							e07a7abdd5 
							
						 
					 
					
						
						
							
							Add GPTModelFast ( #584 )  
						
						 
						
						... 
						
						
						
						* Add GPTModelFast
* update 
						
						
					 
					
						2025-03-27 14:00:25 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							c9271ac427 
							
						 
					 
					
						
						
							
							Adjust comment to save compiled model ( #583 )  
						
						 
						
						
						
						
					 
					
						2025-03-27 10:43:45 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Daniel Kleine 
							
						 
					 
					
						
						
						
						
							
						
						
							d4d420361c 
							
						 
					 
					
						
						
							
							updated .gitignore ( #581 )  
						
						 
						
						
						
						
					 
					
						2025-03-26 13:21:14 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							857acfcc12 
							
						 
					 
					
						
						
							
							Vocab padding clarification ( #582 )  
						
						 
						
						... 
						
						
						
						* vocab padding clarification
* Update ch05/10_llm-training-speed/README.md 
						
						
					 
					
						2025-03-26 13:19:55 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							fee7d4bb05 
							
						 
					 
					
						
						
							
							More explicit torchrun usage doc ( #578 )  
						
						 
						
						
						
						
					 
					
						2025-03-24 12:01:03 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							cf6fb73553 
							
						 
					 
					
						
						
							
							Add readme ( #577 )  
						
						 
						
						
						
						
					 
					
						2025-03-23 19:35:12 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							7114ccd10d 
							
						 
					 
					
						
						
							
							Add PyPI package ( #576 )  
						
						 
						
						... 
						
						
						
						* Add PyPI package
* fixes
* fixes 
						
						
					 
					
						2025-03-23 19:28:49 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							85f2bc0a58 
							
						 
					 
					
						
						
							
							Speed comparison figure ( #575 )  
						
						 
						
						
						
						
					 
					
						2025-03-21 11:29:49 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							84591abd5f 
							
						 
					 
					
						
						
							
							add ch04 code along video ( #573 )  
						
						 
						
						
						
						
					 
					
						2025-03-17 11:20:55 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							d21d821412 
							
						 
					 
					
						
						
							
							Add chapter 3 coding along video link ( #572 )  
						
						 
						
						
						
						
					 
					
						2025-03-16 16:07:14 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							384b9ce959 
							
						 
					 
					
						
						
							
							Better instruction eva prompt ( #571 )  
						
						 
						
						
						
						
					 
					
						2025-03-15 17:13:15 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Greg Gandenberger 
							
						 
					 
					
						
						
						
						
							
						
						
							1ec5631c70 
							
						 
					 
					
						
						
							
							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 
							
						 
					 
					
						
						
						
						
							
						
						
							67244aba8a 
							
						 
					 
					
						
						
							
							Clarification about launching jupyter lab ( #565 )  
						
						 
						
						... 
						
						
						
						* Clarification about launching jupyter lab
* fix juputer typo 
						
						
					 
					
						2025-03-14 14:37:22 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							634a531223 
							
						 
					 
					
						
						
							
							Cosmetic improvements to the BPE code ( #562 )  
						
						 
						
						
						
						
					 
					
						2025-03-09 10:49:40 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							6aec412421 
							
						 
					 
					
						
						
							
							Fix BPE bonus materials ( #561 )  
						
						 
						
						... 
						
						
						
						* Fix BPE bonus materials
* fix bpe implementation
* update
* Add 'Hello, world. Is this-- a test?' test case
* update link to test file
* update path handling
* update path handling
* fix pytest paths 
						
						
					 
					
						2025-03-08 17:21:30 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							faadd13871 
							
						 
					 
					
						
						
							
							Update mha plot ( #560 )  
						
						 
						
						
						
						
					 
					
						2025-03-06 20:29:04 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							4fb0ea9d1f 
							
						 
					 
					
						
						
							
							Specify UTF-8 encoding in the json load command explicitely ( #557 )  
						
						 
						
						
						
						
					 
					
						2025-03-05 11:46:21 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							de60da9a6b 
							
						 
					 
					
						
						
							
							Add a note about "zsh: illegal hardware instruction python" error ( #555 )  
						
						 
						
						
						
						
					 
					
						2025-03-02 15:18:24 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							5be0e3cbbd 
							
						 
					 
					
						
						
							
							add link to supplementary ch02 video ( #553 )  
						
						 
						
						
						
						
					 
					
						2025-03-02 13:17:42 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							839a7e9bfc 
							
						 
					 
					
						
						
							
							Use correct ch02 title ( #551 )  
						
						 
						
						
						
						
					 
					
						2025-02-28 10:16:21 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							db58925d7f 
							
						 
					 
					
						
						
							
							Add BPE from scratch link ( #550 )  
						
						 
						
						
						
						
					 
					
						2025-02-28 09:57:41 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Greg Gandenberger 
							
						 
					 
					
						
						
						
						
							
						
						
							80c95987c1 
							
						 
					 
					
						
						
							
							Add note about context_length ( #549 )  
						
						 
						
						... 
						
						
						
						* Add note about context_length
* update note
---------
Co-authored-by: rasbt <mail@sebastianraschka.com> 
						
						
					 
					
						2025-02-27 08:36:41 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							b6f9c8956f 
							
						 
					 
					
						
						
							
							Add setup video tutorial ( #547 )  
						
						 
						
						... 
						
						
						
						* Add setup video tutorial
* updated link checks
* updated link checks 
						
						
					 
					
						2025-02-26 13:53:22 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							f5a296d8e7 
							
						 
					 
					
						
						
							
							Consitent spacing ( #546 )  
						
						 
						
						
						
						
					 
					
						2025-02-23 17:52:00 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							fa5760a8de 
							
						 
					 
					
						
						
							
							GitHub markdown updates ( #545 )  
						
						 
						
						... 
						
						
						
						* GitHub markdown updates
* Apply suggestions from code review
* Apply suggestions from code review 
						
						
					 
					
						2025-02-23 12:25:44 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							11801be0e9 
							
						 
					 
					
						
						
							
							Simplify the setup in CI ( #542 )  
						
						 
						
						... 
						
						
						
						* Simplify the setup in CI
* windows --no-binary option
* windows uv workflow
* add path
* some fixes
* some fixes
* some fixes
* cleanup
* cleanup
* cleanup
* cleanup
* cleanup
* more windows issues
* more windows issues
* more windows issues
* more windows issues
* more windows issues
* more windows issues
* more windows issues
* more windows issues
* revert 
						
						
					 
					
						2025-02-20 11:56:52 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							4fad4695f6 
							
						 
					 
					
						
						
							
							Fix timeout issue related to spam data backup url ( #544 )  
						
						 
						
						... 
						
						
						
						* Add backup url for Spam Dataset
* import urllib
* fix url
* fix timeout issue 
						
						
					 
					
						2025-02-20 09:26:23 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Sebastian Raschka 
							
						 
					 
					
						
						
						
						
							
						
						
							eb6787397c 
							
						 
					 
					
						
						
							
							Add backup url for Spam Dataset ( #543 )  
						
						 
						
						... 
						
						
						
						* Add backup url for Spam Dataset
* import urllib
* fix url 
						
						
					 
					
						2025-02-20 08:08:28 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Tim Hopper 
							
						 
					 
					
						
						
						
						
							
						
						
							2254102270 
							
						 
					 
					
						
						
							
							Don't explicitly install Python. Use uv sync instead of uv add. ( #540 )  
						
						 
						
						... 
						
						
						
						* Don't explicitly install Python. Use uv sync instead of uv add.
* updates
* update
* updated 3.11 workflows
---------
Co-authored-by: rasbt <mail@sebastianraschka.com> 
						
						
					 
					
						2025-02-19 10:42:13 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Kasen 
							
						 
					 
					
						
						
						
						
							
						
						
							af4b73ca7b 
							
						 
					 
					
						
						
							
							Improve BPE vocabulary saving and pair frequency handling ( #539 )  
						
						 
						
						
						
						
					 
					
						2025-02-19 09:51:04 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Daniel Kleine 
							
						 
					 
					
						
						
						
						
							
						
						
							58aabe7dd8 
							
						 
					 
					
						
						
							
							added uv to Dockerfile ( #537 )  
						
						 
						
						... 
						
						
						
						* added uv to Dockerfile
* Update Dockerfile
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com> 
						
						
					 
					
						2025-02-18 14:53:19 -06:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Kasen 
							
						 
					 
					
						
						
						
						
							
						
						
							0a5214b804 
							
						 
					 
					
						
						
							
							Fix incorrect indentation ( #536 )  
						
						 
						
						
						
						
					 
					
						2025-02-18 14:47:31 -06:00