rasbt
435f153dac
update title
2024-09-10 21:43:32 -05:00
Sebastian Raschka
f6f9825098
reflection-tuning dataset generation ( #349 )
2024-09-10 21:42:12 -05:00
rasbt
f57088285b
update gpt-2 paper link
2024-09-09 06:31:28 -05:00
rasbt
e105df0ced
update gpt-2 paper link
2024-09-08 15:49:44 -05:00
rasbt
3cebcce639
minor spelling fix
2024-09-08 15:35:36 -05:00
Daniel Kleine
9674e62166
nbviewer links / typo ( #346 )
...
* fixed typo
* removed remaining nbviewer links
* Update mha-implementations.ipynb
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-09-07 07:27:28 +02:00
Sebastian Raschka
9bb203b1b7
Einsum multi-head attention ( #345 )
...
* Einsum multi-head attention
* update diff
2024-09-05 18:24:33 +02:00
Gustavo Monti
190910e3d6
updating REAMDE from chapter 02 inclund 04_bonus section ( #344 )
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* updating REAMDE from chapter 02 inclund 04_bonus section
* Update ch02/README.md
---------
Co-authored-by: Gustavo Monti Rocha <gustavo.rocha@intelliway.com.br>
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-09-05 08:09:46 +02:00
Sebastian Raschka
e8b29c886a
Revert nbviewer links
2024-09-05 08:09:33 +02:00
rasbt
be31eaf418
consistent header for appendix E
2024-08-30 08:08:01 +02:00
Sebastian Raschka
de9ec16570
use nbviewer links ( #339 )
2024-08-29 09:09:10 +02:00
rasbt
ce80a192cd
refresh figures
2024-08-27 08:26:40 +02:00
Daniel Kleine
95926535f8
ch06/03 fixes ( #336 )
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* fixed bash commands
* fixed help docstrings
* added missing logreg bash cmd
* Update train_bert_hf.py
* Update train_bert_hf_spam.py
* Update README.md
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-08-27 08:23:25 +02:00
rasbt
8eb6fc0ad0
sklearn baseline and roberta-large update
2024-08-26 10:31:54 +02:00
TITC
5acab58d41
add RoBERTa and params frozen ( #335 )
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* add roberta experiment result
* add roberta & params frozen
* Update README.md
* modify lr
* modify lr
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-08-26 10:27:09 +02:00
Sebastian Raschka
12655594d5
Update README.md
2024-08-24 07:22:18 -05:00
Sebastian Raschka
296a91afb8
add BERT experiment results ( #333 )
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* add BERT experiment results
* cleanup
* formatting
2024-08-23 08:40:40 -05:00
Sebastian Raschka
7cbfe418bf
grammar fix
2024-08-21 19:16:21 -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
a82169290e
Note about MPS in ch06 and ch07 ( #325 )
2024-08-19 08:11:33 -05:00
Sebastian Raschka
0991c1ff24
Note about ch05 mps support ( #324 )
2024-08-19 07:40:24 -05:00
rasbt
1a962f3983
update lora experiments
2024-08-16 08:57:46 -05:00
rasbt
742525cb28
remove redundant indentation
2024-08-16 07:54:02 -05:00
TITC
70a7cddf9c
typo fix ( #323 )
2024-08-16 06:57:30 -05:00
TITC
e1072bbcd6
typo fix ( #321 )
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* typo fix
experiment 5 is the same size as experiment 1, both are 124 Million. and experiment 6 is 355M ~3x 124M.
* typo fix
all layer FT vs all layer FT, "slightly worse by 1.3% " indicates it's exp 5 vs exp 9
* exp 5 vs 9
* Update ch06/02_bonus_additional-experiments/README.md
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-08-15 08:45:34 -05:00
Sebastian Raschka
e4cfcc5b66
Update README.md
2024-08-15 08:22:47 -05:00
Daniel Kleine
bf1d8687f4
added std error bars ( #320 )
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* added std error bars
* fixed changes
* Update on A100
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-08-13 20:57:41 -05:00
Sebastian Raschka
bb73efb5cf
Consistency update in README.md
2024-08-13 07:33:10 -05:00
TITC
0b998dff97
track tokens seen in chapter5, track examples seen in chapter6 ( #319 )
2024-08-13 07:09:05 -05:00
rasbt
6533ce63c1
fix code cell ordering
2024-08-12 19:04:05 -05:00
Jeroen Van Goey
75abb61f13
Small typo fix ( #313 )
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* typo fix
* Update ch03/02_bonus_efficient-multihead-attention/mha-implementations.ipynb
* Update ch03/02_bonus_efficient-multihead-attention/mha-implementations.ipynb
* Update ch03/02_bonus_efficient-multihead-attention/mha-implementations.ipynb
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-08-12 07:54:12 -05:00
Eric Thomson
b3d550bfd5
Adds .vscode folder to .gitignore ( #314 )
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* added .vscode folder to .gitignore
* Update .gitignore
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-08-12 07:49:11 -05:00
Sebastian Raschka
f58c2b969b
update attention benchmarks ( #307 )
2024-08-10 09:44:11 -05:00
Sebastian Raschka
8d79fb13b0
Update README.md
2024-08-10 07:54:51 -05:00
Daniel Kleine
c91999b9f4
fixed bash command ( #305 )
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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
Sebastian Raschka
de277ebfe6
Update README.md
2024-08-08 07:50:45 -05:00
Sebastian Raschka
4601219c32
Update README.md
2024-08-08 07:47:31 -05:00
Sebastian Raschka
895512ebee
Revert accidental edit
2024-08-06 19:54:34 -05:00
rasbt
7a5771932b
note about logistic sigmoid
2024-08-06 19:48:30 -05:00
rasbt
9ef132bb64
note about logistic sigmoid
2024-08-06 19:48:06 -05:00
rasbt
2245f8d9c1
extend equation description
2024-08-06 19:46:50 -05:00
rasbt
a65e06ff99
add more explanations
2024-08-06 19:45:11 -05:00
Sebastian Raschka
b1a420c8ca
Update README.md
2024-08-06 08:02:01 -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
Sebastian Raschka
192bdc3501
improve gradient accumulation ( #300 )
2024-08-05 18:27:20 -05:00
rasbt
089901db26
small figure update
2024-08-05 17:57:16 -05:00
Sebastian Raschka
b39234fc25
Update README.md
2024-08-05 17:47:06 -05:00
