Daniel Kleine
95926535f8
ch06/03 fixes ( #336 )
...
* 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 )
...
* 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 )
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* 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
rasbt
f0e4c99bc3
fix typo in comment
2024-06-09 06:14:02 -05:00
Sebastian Raschka
40ba3a4068
Remove leftover instances of self.tokenizer ( #201 )
...
* Remove leftover instances of self.tokenizer
* add endoftext token
2024-06-08 14:57:34 -05:00
Daniel Kleine
e637393056
updated Dockerfile and Additional Classification Finetuning Experiments ( #195 )
...
* accuracy to .2f
* added curl
2024-06-05 20:17:49 -05:00
Sebastian Raschka
605b4b03d7
Update README.md
2024-05-25 10:45:29 -05:00
rasbt
fe8bb9291e
update formatting
2024-05-24 07:20:37 -05:00
rasbt
30ba6a3f4b
trainable token -> trainable token position
2024-05-23 11:43:20 -05:00
rasbt
c35cf65dbf
add assertion about data set length
2024-05-23 06:50:43 -05:00
rasbt
c4cd48475c
Fix device setting
2024-05-22 17:51:51 -05:00
Daniel Kleine
4b0fdab1de
removed empty line
2024-05-22 16:15:13 +00:00
Daniel Kleine
a81ba9bd8b
fixed last_two_blocks
2024-05-22 02:02:43 +00:00
rasbt
80d857c605
fix table alignment
2024-05-21 19:51:22 -05:00
rasbt
8a27baf7c2
experiment with last two blocks
2024-05-21 19:49:34 -05:00
Daniel Kleine
130a69ce27
improved readability of Additional Experiments table
2024-05-21 19:26:25 +00:00
rasbt
7b9b53c9f2
update lora init
2024-05-19 20:11:56 -05:00
rasbt
3b72e55c26
remove duplicated text
2024-05-19 11:34:47 -05:00
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
