Sebastian Raschka
992f3068d1
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
05f2a398b8
adds no-grad context for reference model to DPO ( #473 )
2025-01-07 20:49:01 -06:00
Sebastian Raschka
b3dc7073ee
fix ch07 unit test ( #470 )
2025-01-05 17:40:57 -06:00
Sebastian Raschka
7659af7cdd
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
QS
976c92010c
typo fixed ( #468 )
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* typo fixed
* only update plot
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2025-01-05 09:17:13 -06:00
Tao Qian
65ee619d3b
Minor readability improvement in dataloader.ipynb ( #461 )
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* Minor readability improvement in dataloader.ipynb
- The tokenizer and encoded_text variables at the root level are unused.
- The default params for create_dataloader_v1 are confusing, especially for the default batch_size 4, which happens to be the same as the max_length.
* readability improvements
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2025-01-04 11:26:10 -06:00
Sebastian Raschka
05a816e270
fix misplaced parenthesis and update license ( #466 )
2025-01-04 11:14:08 -06:00
casinca
57fdd94358
[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
Daniel Kleine
dcef9b7d6f
Fixed command for row 16 additional experiment ( #439 )
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* fixed command for row 16 experiment
* Update README.md
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-11-17 06:50:00 +09:00
Sebastian Raschka
841b64f2b9
Add flexible padding bonus experiment ( #438 )
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* Add flexible padding bonus experiment
* fix links
2024-11-15 08:51:01 +09:00
Sebastian Raschka
541b237eff
Add utility to prevent double execution of certain cells ( #437 )
2024-11-14 19:56:49 +09:00
Sebastian Raschka
129d0d740f
Add missing device transfer in gpt_generate.py ( #436 )
2024-11-14 19:12:53 +09:00
Sebastian Raschka
6d1bb2cfb4
Add chapter names
2024-11-08 08:39:34 -06:00
Sebastian Raschka
74e04a9169
Add "What's next" section ( #432 )
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* Add What's next section
* Delete appendix-D/01_main-chapter-code/appendix-D-Copy2.ipynb
* Delete ch03/01_main-chapter-code/ch03-Copy1.ipynb
* Delete appendix-D/01_main-chapter-code/appendix-D-Copy1.ipynb
* Update ch07.ipynb
* Update ch07.ipynb
2024-11-07 20:12:59 -06:00
rasbt
5348565e0f
add dropout scaling note
2024-11-06 05:52:47 -06:00
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
