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 )
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* 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 )
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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 )
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typo
2024-08-05 07:12:27 -05:00
Sebastian Raschka
6dd8666d9c
Test code in pytorch 2.4 ( #285 )
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* 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 )
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* fixed typo
* fixed var name in md text
2024-06-29 06:38:25 -05:00
Daniel Kleine
7a54d383e7
minor fixes ( #246 )
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* 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 )
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* 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 )
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* 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
rasbt
eb1da36e98
note about dropout
2024-06-19 17:37:48 -05:00
Daniel Kleine
73be1c592f
fixed num_workers ( #229 )
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* fixed num_workers
* ch06 & ch07: added num_workers to create_dataloader_v1
2024-06-19 17:36:46 -05:00
Sebastian Raschka
fcf8bcab0d
Remove duplicated cell ( #212 )
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* add a suggestion since code snippet has been repeated.
* remove duplicated cell
---------
Co-authored-by: Shuyib <benmainye@gmail.com>
2024-06-15 12:48:34 -05:00
rasbt
a796b9d657
explain truncation in ch05
2024-06-12 19:50:11 -05:00
Sebastian Raschka
8d3e58ff81
check gpt files ( #208 )
2024-06-12 07:19:10 -05:00
Daniel Kleine
e5c3c5ce99
minor bug fixes ( #207 )
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* fixed path arg for create_dataset_csvs()
* updated assign_check() to remove user warning
2024-06-12 06:27:56 -05:00
rasbt
b2ff989174
distinguish better between main chapter code and bonus materials
2024-06-11 21:07:42 -05:00
Daniel Kleine
79210eb393
fixes for code ( #206 )
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* updated .gitignore
* removed unused GELU import
* fixed model_configs, fixed all tensors on same device
* removed unused tiktoken
* update
* update hparam search
* remove redundant tokenizer argument
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2024-06-11 20:59:48 -05:00
rasbt
f0e4c99bc3
fix typo in comment
2024-06-09 06:14:02 -05:00
Sebastian Raschka
40ba3a4068
Remove leftover instances of self.tokenizer ( #201 )
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* Remove leftover instances of self.tokenizer
* add endoftext token
2024-06-08 14:57:34 -05:00
rasbt
5a1e0eecce
fix learning rate scheduler
2024-06-03 07:06:42 -05:00
rasbt
f7e528fca6
update loss
2024-05-31 07:30:57 -05:00
Kumar Utsav
b48d436bfc
Update ch05.ipynb
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Fixed incorrect token ids
2024-05-29 20:34:23 +05:30
Sebastian Raschka
a0b5603423
Make header more clear
2024-05-25 10:44:12 -05:00
rasbt
fe8bb9291e
update formatting
2024-05-24 07:20:37 -05:00
rasbt
aa084656e0
update how to retrieve learning rate
2024-05-23 17:19:01 -05:00
Daniel Kleine
69da9ed447
removed unnecessary .gitignore
2024-05-21 19:25:16 +00:00
rasbt
bc5cbbf1bd
change defaults to 0 temp
2024-05-19 09:04:49 -05:00
rasbt
59f5ed8d68
use default value for temperature
2024-05-19 08:48:10 -05:00
rasbt
9d84935b69
add eos_id option for ch07
2024-05-18 12:35:40 -05:00
Daniel Kleine
e6012b944e
fixed empty space
2024-05-17 10:44:18 +02:00
rasbt
b350daaa93
add readme
2024-05-13 08:50:55 -05:00
speed
7b34833ee1
fix 1024 characters to 1024 tokens ( #152 )
2024-05-11 13:17:07 -05:00
rasbt
bb59cbc525
link formatting
2024-04-30 06:26:23 -05:00
Sebastian Raschka
a5b353667d
Rename drop_resid to drop_shortcut ( #136 )
2024-04-28 14:31:27 -05:00
rasbt
4abaa168ac
fix merge conflict
2024-04-22 07:05:40 -05:00
rasbt
df4fc602d8
update numbering
2024-04-22 07:00:20 -05:00
rasbt
2dd7bf9cda
file header
2024-04-22 06:53:38 -05:00
Sebastian Raschka
79d40c25bf
remove requests dependency ( #125 )
2024-04-21 14:15:05 -05:00
Sebastian Raschka
4557d5830e
Return nan if val loader is empty ( #124 )
2024-04-20 08:02:30 -05:00
Sebastian Raschka
ef2de4718e
use torch no grad for loss ( #119 )
2024-04-14 08:13:07 -05:00
Sebastian Raschka
bae4b0fb08
Make datesets and loaders compatible with multiprocessing ( #118 )
2024-04-13 13:57:56 -05:00
