casinca
2fd07e2cfd
potential little fixes appendix-D4 .ipynb ( #427 )
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* Update appendix-D.ipynb
- lr missing argument for passing peak_lr to the optimizer
- filling 1 step gap for gradient clipping
* adjustments
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2024-11-03 12:12:58 -06:00
Sebastian Raschka
95f8a4084f
Update CITATION.cff
2024-11-01 21:32:17 -05:00
Sebastian Raschka
9d2fd4c22e
Update CITATION.cff
2024-11-01 21:29:22 -05:00
rasbt
81e78d0ad8
Add citation file
2024-11-01 21:21:25 -05:00
rasbt
50500e94b5
Note about warm-up steps
2024-11-01 16:47:12 -05:00
Daniel Kleine
7e6f8ce020
updated RoPE statement ( #423 )
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* 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
Sebastian Raschka
62e44b2415
Update README.md
2024-10-29 20:20:48 -05:00
ROHAN WINSOR
e85d154522
Fix argument name in LlamaTokenizer constructor ( #421 )
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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
2b24a7ef30
minor fixes: Llama 3.2 standalone ( #420 )
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* minor fixes
* reformat rope base as float
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2024-10-25 21:08:06 -05:00
Sebastian Raschka
75ede3e340
RoPE theta rescaling ( #419 )
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* rope fixes
* update
* update
* cleanup
2024-10-25 15:27:23 -05:00
Daniel Kleine
0ed1e0d099
fixed typos ( #414 )
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* 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
8b60460319
Updated Llama 2 to 3 paths ( #413 )
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* 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
632d7772b2
Update test-requirements-extra.txt
2024-10-23 19:19:58 -05:00
Sebastian Raschka
f8bdfe12e1
RoPE updates ( #412 )
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* RoPE updates
* Apply suggestions from code review
* updates
* updates
* updates
2024-10-23 18:07:49 -05:00
Sebastian Raschka
6dd3fbd79d
Update tests.py
2024-10-23 07:48:33 -05:00
Daniel Kleine
cba4f89514
updates for PyTorch 2.5 ( #408 )
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* updated Dockerfile
* updated MHA implementations for PT 2.5
* fixed typo
* update installation instruction
* Update setup/03_optional-docker-environment/.devcontainer/Dockerfile
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2024-10-22 20:23:31 -05:00
Sebastian Raschka
9726ca6546
RoPE increase ( #407 )
2024-10-21 19:58:38 -05:00
Sebastian Raschka
208d8030c9
Set sampler in DDP example
2024-10-21 09:26:01 -05:00
Sebastian Raschka
3c3dae0967
Add mean pooling experiment to classifier bonus experiments ( #406 )
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* Add mean pooling experiment to classifier bonus experiments
* formatting
* add average embeddings option
* pep8
2024-10-20 11:04:18 -05:00
Sebastian Raschka
c4bac22bff
Test PyTorch 2.5 ( #405 )
2024-10-20 10:23:31 -05:00
Sebastian Raschka
42b703fc0b
Note about SSL certificates ( #404 )
2024-10-19 16:27:19 -05:00
rasbt
3567fb656d
update mmap section
2024-10-14 14:27:19 -05:00
rasbt
31fb74133a
add mmap=True comparison
2024-10-14 11:09:55 -05:00
Sebastian Raschka
3d54af20f5
Memory efficient weight loading ( #401 )
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* memory efficient weight loading
* remove unused code
2024-10-14 10:30:25 -05:00
rasbt
59a5c83726
remove redundant code line
2024-10-13 15:58:11 -05:00
Sebastian Raschka
6a9bedc2ec
Update bonus section formatting ( #400 )
2024-10-12 10:26:08 -05:00
Sebastian Raschka
35ecca0feb
Update check-links.yml
2024-10-11 12:20:49 -05:00
rasbt
76d0807eab
update card
2024-10-11 12:15:01 -05:00
rasbt
c36f623472
update reference numbers
2024-10-11 12:13:10 -05:00
Sebastian Raschka
b66d846cf6
Add MFU formula as reference material ( #395 )
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* add MFU formula as reference material
* Update previous_chapters.py
2024-10-10 19:42:53 -05:00
Sebastian Raschka
1715aaacbc
Update check-links.yml
2024-10-08 08:38:48 -05:00
Sebastian Raschka
37db3f0913
Add Llama 3.2 RoPE to CI ( #391 )
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* add Llama 3.2 RoPE to CI
* update
2024-10-08 08:28:34 -05:00
Sebastian Raschka
06604f4b84
Introduce buffers to improve Llama 3.2 efficiency ( #389 )
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* Introduce buffers to improve Llama 3.2 efficiency
* update
* update
2024-10-06 12:49:04 -05:00
Daniel Kleine
4f9775d91c
fixed Llama 2 to 3.2 NBs ( #388 )
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* 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
81053ccadd
Add a note about weight tying in Llama 3.2 ( #386 )
2024-10-05 09:20:54 -05:00
Sebastian Raschka
58c3bb3d9d
Llama 3 ( #384 )
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* 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
8d6b25785d
Llama 3.2 requirements file
2024-10-05 07:32:43 -05:00
Sebastian Raschka
6f86c78763
Implement Llama 3.2 ( #383 )
2024-10-05 07:30:47 -05:00
Sebastian Raschka
d313f61c86
Cos-sin fix in Llama 2 bonus notebook ( #381 )
2024-10-03 20:45:40 -05:00
Sebastian Raschka
feb0647c79
Improve rope settings for llama3 ( #380 )
2024-10-03 08:29:54 -05:00
rasbt
2ae4ad15ba
add section numbers
2024-09-30 08:42:22 -05:00
Sebastian Raschka
505e9a5fa5
Improve DDP on Windows ( #376 )
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* Update DDP-script.py for Windows
* Windows handling
---------
Co-authored-by: Nathan Brown <nathan@nkbrown.us>
2024-09-29 16:53:48 -05:00
rasbt
58d0ce83a4
llama note
2024-09-26 07:41:11 -05:00
Sebastian Raschka
68505fab64
Fix truncation issue in classify_review function ( #373 )
2024-09-25 19:54:36 -05:00
Sebastian Raschka
b8497c1bf5
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
a23fca84d5
improve formatting
2024-09-24 18:49:17 -05:00
Daniel Kleine
4541177063
ch05/07 gpt_to_llama text improvements ( #369 )
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* 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
rasbt
941629d2c7
add json import
2024-09-23 09:12:35 -05:00
rasbt
835832a0f9
move access token to config.json
2024-09-23 08:56:16 -05:00
rasbt
5e6c7230ac
add llama3 comparison
2024-09-23 08:17:10 -05:00
