Matthew Hernandez
83c76891fc
Fix issue 724: unused args ( #726 )
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* Fix issue 724: unused args
* Update 02_opt_multi_gpu_ddp.py
2025-07-08 06:37:39 -05:00
Sebastian Raschka
c4ec55edac
Support different Qwen3 sizes in pkg ( #714 )
2025-06-28 08:00:23 -05:00
Sebastian Raschka
8b3e4b24b0
Remove unused params for hparam script ( #710 )
2025-06-25 12:50:32 -05:00
Sebastian Raschka
190c66b3b0
Add Qwen3 1.7, 4B, 8B, and 32B support to from-scratch nb ( #709 )
2025-06-25 08:53:09 -05:00
Sebastian Raschka
3bdf18a599
Update Llama 3 table for consistency with Qwen3
2025-06-23 18:33:04 -05:00
Sebastian Raschka
81eda38d3b
Improve KV cache code for torch.compile ( #705 )
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* Improve KV cache code for torch.compile
* cleanup
* cleanup
2025-06-23 18:08:49 -05:00
Sebastian Raschka
37b26c2e04
CPU compile performance for Qwen3 models ( #704 )
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* Ch06 classifier function asserts
* Qwen3 cpu compilation perf
2025-06-23 11:06:10 -05:00
Sebastian Raschka
d37ddb668a
Fix code comment: embed_dim -> d_out ( #698 )
2025-06-22 16:36:39 -05:00
Sebastian Raschka
01be5a42e4
Use more recent sentencepiece tokenizer API ( #696 )
2025-06-22 13:52:30 -05:00
Sebastian Raschka
bcfdbd7008
Fix some wording issues in the notes ( #695 )
2025-06-22 13:46:16 -05:00
Sebastian Raschka
0a2e8c39c4
Qwen3 KV cache ( #688 )
2025-06-21 17:34:39 -05:00
Sebastian Raschka
3be0f3202a
Llama 3 KV Cache ( #685 )
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* Llama 3 KV Cache
* skip expensive tests on Gh actions
* Update __init__.py
2025-06-21 10:55:20 -05:00
Sebastian Raschka
c008f95072
Fix formatting in Qwen3 nb ( #680 )
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* Fix formatting in Qwen3 nb
* upd
2025-06-20 07:28:27 -05:00
Daniel Kleine
15fa6a84f6
fixed plot_losses ( #677 )
2025-06-19 18:55:43 -05:00
Sebastian Raschka
e719bd86ad
Qwen3 From Scratch ( #678 )
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* Qwen3 From Scratch
* rev other file
* upd
* upd
* upd
* url fixes
2025-06-19 18:44:38 -05:00
casinca
58b8672452
removed old args in GQA class ( #674 )
2025-06-17 13:09:53 -05:00
Daniel Kleine
c2cfb47b1a
fixed gqa qkv code comments ( #660 )
2025-06-13 08:21:28 -05:00
Pratyush Subhadarshi
d56417c34c
Correcting the wrong reference ( #649 )
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Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2025-06-12 16:35:51 -05:00
Sebastian Raschka
c4cde1c21b
Reduce Llama 3 RoPE memory requirements ( #658 )
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* Llama3 from scratch improvements
* Fix Llama 3 expensive RoPE memory issue
* updates
* update package
* benchmark
* remove unused rescale_theta
2025-06-12 11:08:02 -05:00
Sebastian Raschka
47c036058d
Llama3 from scratch improvements ( #621 )
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* Llama3 from scratch improvements
* restore
2025-04-16 18:08:26 -05:00
Henry Shi
02779f5e35
updated exercise 5.3 ( #615 )
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* updated exercise 5.3
temperature can be set to 0 to regardless of top_k setting to force deterministic behavior
* fix notebook json
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2025-04-13 13:06:57 -05:00
Sebastian Raschka
67e0680210
Disable mask saving as weight in Llama 3 model ( #604 )
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* Disable mask saving as weight
* update pixi
* update pixi
2025-04-06 09:33:36 -05:00
Sebastian Raschka
f1434652f2
reformat nbs ( #602 )
2025-04-05 16:18:27 -05:00
Sebastian Raschka
d4c8d8f2c9
Fix Llama language typo in bonus materials ( #597 )
2025-04-02 21:41:36 -05:00
Sebastian Raschka
aedad7efc3
Add Llama 3.2 to pkg ( #591 )
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* 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
152a087a37
removing unused RoPE parameters ( #590 )
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* 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
0f6894f41e
Memory optimized Llama ( #588 )
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* Memory optimized Llama
* re-ad login
2025-03-30 15:18:12 -05:00
Sebastian Raschka
3f93d73d6d
Alt weight loading code via PyTorch ( #585 )
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* Alt weight loading code via PyTorch
* commit additional files
2025-03-27 20:10:23 -05:00
Sebastian Raschka
2e143f17b8
Adjust comment to save compiled model ( #583 )
2025-03-27 10:43:45 -05:00
Sebastian Raschka
92f1313e00
Vocab padding clarification ( #582 )
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* vocab padding clarification
* Update ch05/10_llm-training-speed/README.md
2025-03-26 13:19:55 -05:00
Sebastian Raschka
b7893457da
More explicit torchrun usage doc ( #578 )
2025-03-24 12:01:03 -05:00
Sebastian Raschka
feb1e9a83d
Add readme ( #577 )
2025-03-23 19:35:12 -05:00
Sebastian Raschka
c21bfe4a23
Add PyPI package ( #576 )
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* Add PyPI package
* fixes
* fixes
2025-03-23 19:28:49 -05:00
Sebastian Raschka
7757c3d308
Speed comparison figure ( #575 )
2025-03-21 11:29:49 -05:00
Greg Gandenberger
c1611d4ea8
Fix minor printing issue and note inconsistency across platforms ( #563 )
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* Fix printing issue and note inconsistency
* Rerun notebook
2025-03-14 15:12:09 -05:00
Sebastian Raschka
86b714a5e0
Specify UTF-8 encoding in the json load command explicitely ( #557 )
2025-03-05 11:46:21 -06:00
Sebastian Raschka
5fc78ff9fd
Add a note about "zsh: illegal hardware instruction python" error ( #555 )
2025-03-02 15:18:24 -06:00
Sebastian Raschka
f12b899d96
GitHub markdown updates ( #545 )
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* GitHub markdown updates
* Apply suggestions from code review
* Apply suggestions from code review
2025-02-23 12:25:44 -06:00
Sebastian Raschka
a08d7aaa84
Uv workflow improvements ( #531 )
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* Uv workflow improvements
* Uv workflow improvements
* linter improvements
* pytproject.toml fixes
* pytproject.toml fixes
* pytproject.toml fixes
* pytproject.toml fixes
* pytproject.toml fixes
* pytproject.toml fixes
* windows fixes
* windows fixes
* windows fixes
* windows fixes
* windows fixes
* windows fixes
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
2025-02-16 13:16:51 -06:00
Sebastian Raschka
074a6efb33
Update link to vocab size increase ( #526 )
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* Update link to vocab size increase
* Update ch05/10_llm-training-speed/README.md
* Update ch05/10_llm-training-speed/README.md
2025-02-14 08:03:01 -06:00
Sebastian Raschka
908dd2f71e
PyTorch tips for better training performance ( #525 )
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* PyTorch tips for better training performance
* formatting
* pep 8
2025-02-12 16:10:34 -06:00
Sebastian Raschka
a6cc574605
Upgrade to NumPy 2.0 ( #520 )
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* 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 )
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* 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
Sebastian Raschka
a22d612be6
Bonus material: extending tokenizers ( #496 )
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* Bonus material: extending tokenizers
* small wording update
2025-01-22 09:26:54 -06:00
Sebastian Raschka
4bfbcd069d
Auto download DPO dataset if not already available in path ( #479 )
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* Auto download DPO dataset if not already available in path
* update tests to account for latest HF transformers release in unit tests
* pep 8
2025-01-12 12:27:28 -06:00
Sebastian Raschka
701090815e
Add backup URL for gpt2 weights ( #469 )
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* Add backup URL for gpt2 weights
* newline
2025-01-05 11:28:09 -06:00
Sebastian Raschka
1b635f760e
fix misplaced parenthesis and update license ( #466 )
2025-01-04 11:14:08 -06:00
casinca
bb31de8999
[minor] typo & comments ( #441 )
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* typo & comment
- safe -> save
- commenting code: batch_size, seq_len = in_idx.shape
* comment
- adding # NEW for assert num_heads % num_kv_groups == 0
* update memory wording
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2024-11-18 19:52:42 +09:00
Sebastian Raschka
f61c008c5d
Add missing device transfer in gpt_generate.py ( #436 )
2024-11-14 19:12:53 +09:00
