Sebastian Raschka
4fad4695f6
Fix timeout issue related to spam data backup url ( #544 )
...
* Add backup url for Spam Dataset
* import urllib
* fix url
* fix timeout issue
2025-02-20 09:26:23 -06:00
Sebastian Raschka
eb6787397c
Add backup url for Spam Dataset ( #543 )
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* Add backup url for Spam Dataset
* import urllib
* fix url
2025-02-20 08:08:28 -06:00
Sebastian Raschka
5016499d1d
Uv workflow improvements ( #531 )
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* Uv workflow improvements
* Uv workflow improvements
* linter improvements
* pytproject.toml fixes
* pytproject.toml fixes
* pytproject.toml fixes
* pytproject.toml fixes
* pytproject.toml fixes
* pytproject.toml fixes
* windows fixes
* windows fixes
* windows fixes
* windows fixes
* windows fixes
* windows fixes
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
* win32 fix
2025-02-16 13:16:51 -06:00
Sebastian Raschka
9dce43ec31
Upgrade to NumPy 2.0 ( #520 )
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* Upgrade to NumPy 2.0
* bump pytorch
* bump pytorch
* bump pytorch
* bump pytorch
* bump pytorch
* update
* update packages
2025-02-09 06:21:58 -06:00
Sebastian Raschka
7e2092dd01
More pythonic way to find the longest sequence ( #512 )
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* More pythonic way to find the longest sequence
* pep8 fix
2025-02-01 10:22:47 -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
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
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
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
68505fab64
Fix truncation issue in classify_review function ( #373 )
2024-09-25 19:54:36 -05:00
Daniel Kleine
9bc5a7dd65
removed unnecessary imports ( #367 )
2024-09-22 11:59:37 -05:00
Sebastian Raschka
7a9a17608d
Add user interface to ch06 and ch07 ( #366 )
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* Add user interface to ch06 and ch07
* pep8
* fix url
2024-09-21 20:33:00 -05:00
Sebastian Raschka
081676d8dd
Add missing bullet point
2024-09-21 12:59:12 -05:00
Mingyuan Xu
21e6971b11
Run generate example in ch06 optionally on GPU ( #352 )
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* model.to("cuda")
model.to("cuda")
* update device placement
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2024-09-13 08:01:52 -05:00
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 )
...
* 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
296a91afb8
add BERT experiment results ( #333 )
...
* 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
a82169290e
Note about MPS in ch06 and ch07 ( #325 )
2024-08-19 08:11:33 -05:00
rasbt
1a962f3983
update lora experiments
2024-08-16 08:57:46 -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
TITC
0b998dff97
track tokens seen in chapter5, track examples seen in chapter6 ( #319 )
2024-08-13 07:09:05 -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
Sebastian Raschka
192bdc3501
improve gradient accumulation ( #300 )
2024-08-05 18:27:20 -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
Sebastian Raschka
d0f3b034d8
Add download help message ( #274 )
2024-07-19 08:29:29 -05:00
Jeroen Van Goey
70cfced899
fix typos, add codespell pre-commit hook ( #264 )
...
* fix typos, add codespell pre-commit hook
* Update .pre-commit-config.yaml
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2024-07-16 07:07:04 -05:00
Sebastian Raschka
2ce1d16de0
show how to use the finetuned model
2024-07-09 06:43:26 -07:00
Daniel Kleine
87f47a281a
fixed spelling typos ( #258 )
2024-07-03 07:47:33 -05:00
Sebastian Raschka
2d8eacb0fa
Fix links in summary sections ( #254 )
2024-06-29 07:51:31 -05:00
rasbt
5e24a042c1
add links to summary sections
2024-06-29 07:33:26 -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
e387742b77
minor markdown fixes ( #236 )
2024-06-21 13:55:34 -05:00
Sebastian Raschka
87deec0f5f
Add standalone finetuning and evaluation scripts for chapter 7 ( #234 )
...
* add finetuning and eval scripts
* update link
* update links
* fix link
2024-06-21 05:23:24 -05:00
rasbt
c1f9361428
add main and optional sections
2024-06-19 17:48:25 -05:00
Daniel Kleine
73be1c592f
fixed num_workers ( #229 )
...
* fixed num_workers
* ch06 & ch07: added num_workers to create_dataloader_v1
2024-06-19 17:36:46 -05:00
Jinge Wang
8e2c8d0987
Fixed some typos in ch06.ipynb ( #219 )
2024-06-18 05:54:01 -05:00
rasbt
c8c0fd4fb5
fix spelling
2024-06-18 05:50:40 -05:00
rasbt
88ad21490c
replace figure
2024-06-18 05:46:36 -05:00
Daniel Kleine
e5c3c5ce99
minor bug fixes ( #207 )
...
* 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 )
...
* 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
b9ed5811c3
fix gradient comment
2024-06-09 20:23:18 -05:00
