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 )
...
* memory efficient weight loading
* remove unused code
2024-10-14 10:30:25 -05:00
Sebastian Raschka
6a9bedc2ec
Update bonus section formatting ( #400 )
2024-10-12 10:26:08 -05:00
Sebastian Raschka
37db3f0913
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
06604f4b84
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
4f9775d91c
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
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 )
...
* 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
rasbt
58d0ce83a4
llama note
2024-09-26 07:41:11 -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 )
...
* 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
Sebastian Raschka
c38b003aa9
GPT to Llama ( #368 )
...
* GPT to Llama
* fix urls
2024-09-23 07:34:06 -05:00
Sebastian Raschka
7a9a17608d
Add user interface to ch06 and ch07 ( #366 )
...
* Add user interface to ch06 and ch07
* pep8
* fix url
2024-09-21 20:33:00 -05:00
rasbt
0f395921d7
remove unused function from user interface
2024-09-21 14:17:35 -05:00
Daniel Kleine
92ad9570e4
Chainlit bonus material fixes ( #361 )
...
* fix cmd
* moved idx to device
* improved code with clone().detach()
* fixed path
* fix: added extra line for pep8
* updated .gitginore
* Update ch05/06_user_interface/app_orig.py
* Update ch05/06_user_interface/app_own.py
* Apply suggestions from code review
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-09-18 08:08:50 -07:00
Sebastian Raschka
1bc560fb13
Add chatpgpt-like user interface ( #360 )
...
* Add chatpgpt-like user interface
* fixes
2024-09-17 08:26:44 -05:00
Sebastian Raschka
092b5b5429
topk comment
2024-08-20 20:44:15 -05:00
rasbt
f4e45a3f40
add note about duplicated cell
2024-08-19 21:04:18 -05:00
Sebastian Raschka
11e2f56af5
Note about MPS devices ( #329 )
2024-08-19 20:58:45 -05:00
Sebastian Raschka
0991c1ff24
Note about ch05 mps support ( #324 )
2024-08-19 07:40:24 -05:00
rasbt
742525cb28
remove redundant indentation
2024-08-16 07:54:02 -05:00
rasbt
6533ce63c1
fix code cell ordering
2024-08-12 19:04:05 -05:00
Sebastian Raschka
8d79fb13b0
Update README.md
2024-08-10 07:54:51 -05:00
Daniel Kleine
c91999b9f4
fixed bash command ( #305 )
...
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-08-09 21:29:04 -05:00
TITC
3067ed83dc
remove all non-English texts and notice ( #304 )
...
* remove all non-English texts and notice
1. almost 18GB txt left after `is_english` filtered.
2. remove notice use gutenberg's strip_headers
3. after re-run get_data.py, seems all data are under `gutenberg/data/.mirror` folder.
* some improvements
* update readme
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2024-08-09 17:09:14 -05:00
TITC
7374d617b4
total training iters may equal to warmup_iters ( #301 )
...
total_training_iters=20, warmup_iters=20= len(train_loader) 4 multiply n_epochs 5, then ZeroDivisionError occurred.
```shell
Traceback (most recent call last):
File "LLMs-from-scratch/ch05/05_bonus_hparam_tuning/hparam_search.py", line 191, in <module>
train_loss, val_loss = train_model(
^^^^^^^^^^^^
File "/mnt/raid1/docker/ai/LLMs-from-scratch/ch05/05_bonus_hparam_tuning/hparam_search.py", line 90, in train_model
progress = (global_step - warmup_iters) / (total_training_iters - warmup_iters)
~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
ZeroDivisionError: division by zero
```
2024-08-06 07:10:05 -05:00
SSebo
22681878a8
Update ch05.ipynb ( #297 )
...
typo
2024-08-05 07:12:27 -05:00
Sebastian Raschka
6dd8666d9c
Test code in pytorch 2.4 ( #285 )
...
* test code in pytorch 2.4
* update
2024-07-24 21:53:41 -05:00
TITC
bce3a708f9
47,678-->48,725 ( #281 )
2024-07-22 21:24:57 -05:00
Sebastian Raschka
d0f3b034d8
Add download help message ( #274 )
2024-07-19 08:29:29 -05:00
rasbt
5e24a042c1
add links to summary sections
2024-06-29 07:33:26 -05:00
rasbt
0f43890a15
refresh cross entropy figure
2024-06-29 07:22:23 -05:00
Daniel Kleine
fb4e37ae15
fixed minor issues ( #252 )
...
* fixed typo
* fixed var name in md text
2024-06-29 06:38:25 -05:00
Daniel Kleine
7a54d383e7
minor fixes ( #246 )
...
* removed duplicated white spaces
* Update ch07/01_main-chapter-code/ch07.ipynb
* Update ch07/05_dataset-generation/llama3-ollama.ipynb
* removed duplicated white spaces
* fixed title again
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-06-25 17:30:30 -05:00
Sebastian Raschka
def84a039c
Show epochs as integers on x-axis ( #241 )
...
* Show epochs as integers on x-axis
* Update ch07/01_main-chapter-code/previous_chapters.py
* remove extra s
* modify exercise plots
* update chapter 7 plot
* resave ch07 for better file diff
2024-06-23 07:41:25 -05:00
rasbt
0026e6206b
update generate to match output in main chapter
2024-06-22 12:01:51 -05:00
Daniel Kleine
7e0c5c0975
minor fixes ( #235 )
...
* removed unnecessary imports
* removed unnecessary semicolons
* format markdown
* format markdown
* fixed markdown
2024-06-21 08:40:54 -05:00
rasbt
e1046746e8
remove redundant line
2024-06-20 10:12:28 -05:00
rasbt
cb194fa8fa
fix device loading
2024-06-20 08:07:00 -05:00
rasbt
c1f9361428
add main and optional sections
2024-06-19 17:48:25 -05:00
