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 )
...
* 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 )
...
* 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 )
...
* 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 )
...
* 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 )
...
* 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 )
...
* 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 )
...
* 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 )
...
* 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
Sebastian Raschka
a22d612be6
Bonus material: extending tokenizers ( #496 )
...
* 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 )
...
* 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 )
...
* 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 )
...
* 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
Daniel Kleine
81eed9afe2
updated RoPE statement ( #423 )
...
* updated RoPE statement
* updated .gitignore
* Update ch05/07_gpt_to_llama/converting-gpt-to-llama2.ipynb
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-10-30 08:00:08 -05:00
ROHAN WINSOR
cd24a27161
Fix argument name in LlamaTokenizer constructor ( #421 )
...
This PR addresses an oversight in the LlamaTokenizer class by changing the constructor argument from filepath to tokenizer_file.
2024-10-29 18:01:36 -05:00
Daniel Kleine
e8c2f962e9
minor fixes: Llama 3.2 standalone ( #420 )
...
* minor fixes
* reformat rope base as float
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2024-10-25 21:08:06 -05:00
Sebastian Raschka
1516de54a5
RoPE theta rescaling ( #419 )
...
* rope fixes
* update
* update
* cleanup
2024-10-25 15:27:23 -05:00
Daniel Kleine
5ff72c2850
fixed typos ( #414 )
...
* fixed typos
* fixed formatting
* Update ch03/02_bonus_efficient-multihead-attention/mha-implementations.ipynb
* del weights after load into model
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-10-24 18:23:53 -05:00
Daniel Kleine
d38083c401
Updated Llama 2 to 3 paths ( #413 )
...
* llama 2 and 3 path fixes
* updated llama 3, 3.1 and 3.2 paths
* updated .gitignore
* Typo fix
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-10-24 07:40:08 -05:00
Sebastian Raschka
e1dfd2cb7a
Update test-requirements-extra.txt
2024-10-23 19:19:58 -05:00
Sebastian Raschka
7cd6a670ed
RoPE updates ( #412 )
...
* RoPE updates
* Apply suggestions from code review
* updates
* updates
* updates
2024-10-23 18:07:49 -05:00
Sebastian Raschka
4f9c9fb703
Update tests.py
2024-10-23 07:48:33 -05:00
Sebastian Raschka
534a704364
RoPE increase ( #407 )
2024-10-21 19:58:38 -05:00
rasbt
cd2753a36d
update mmap section
2024-10-14 14:27:19 -05:00
rasbt
08362fd290
add mmap=True comparison
2024-10-14 11:09:55 -05:00
Sebastian Raschka
05b04f2a5a
Memory efficient weight loading ( #401 )
...
* memory efficient weight loading
* remove unused code
2024-10-14 10:30:25 -05:00
Sebastian Raschka
b6c4b2f9f1
Update bonus section formatting ( #400 )
2024-10-12 10:26:08 -05:00
Sebastian Raschka
ec18b6a8a3
Add Llama 3.2 RoPE to CI ( #391 )
...
* add Llama 3.2 RoPE to CI
* update
2024-10-08 08:28:34 -05:00
Sebastian Raschka
1eb0b3810a
Introduce buffers to improve Llama 3.2 efficiency ( #389 )
...
* Introduce buffers to improve Llama 3.2 efficiency
* update
* update
2024-10-06 12:49:04 -05:00
Daniel Kleine
a0c0c765a8
fixed Llama 2 to 3.2 NBs ( #388 )
...
* updated requirements
* fixes llama2 to llama3
* fixed llama 3.2 standalone
* fixed typo
* fixed rope formula
* Update requirements-extra.txt
* Update ch05/07_gpt_to_llama/converting-llama2-to-llama3.ipynb
* Update ch05/07_gpt_to_llama/converting-llama2-to-llama3.ipynb
* Update ch05/07_gpt_to_llama/standalone-llama32.ipynb
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-10-06 09:56:55 -05:00
Sebastian Raschka
0972ded530
Add a note about weight tying in Llama 3.2 ( #386 )
2024-10-05 09:20:54 -05:00
Sebastian Raschka
8a448a4410
Llama 3 ( #384 )
...
* Implement Llama 3.2
* Add Llama 3.2 files
* exclude IMDB link because stanford website seems down
2024-10-05 07:52:15 -05:00
Sebastian Raschka
8553644440
Llama 3.2 requirements file
2024-10-05 07:32:43 -05:00
Sebastian Raschka
b44096acef
Implement Llama 3.2 ( #383 )
2024-10-05 07:30:47 -05:00
Sebastian Raschka
a5405c255d
Cos-sin fix in Llama 2 bonus notebook ( #381 )
2024-10-03 20:45:40 -05:00
Sebastian Raschka
b993c2b25b
Improve rope settings for llama3 ( #380 )
2024-10-03 08:29:54 -05:00
rasbt
278a50a348
add section numbers
2024-09-30 08:42:22 -05:00
rasbt
bfa4215774
llama note
2024-09-26 07:41:11 -05:00
Sebastian Raschka
b56d0b2942
Add llama2 unit tests ( #372 )
...
* add llama2 unit tests
* update
* updates
* updates
* update file path
* update requirements file
* rmsnorm test
* update
2024-09-25 19:40:36 -05:00
rasbt
a6d8e93da3
improve formatting
2024-09-24 18:49:17 -05:00
Daniel Kleine
ff31b345b0
ch05/07 gpt_to_llama text improvements ( #369 )
...
* fixed typo
* fixed RMSnorm formula
* fixed SwiGLU formula
* temperature=0 for untrained model for reproducibility
* added extra info hf token
2024-09-24 18:45:49 -05:00
