10 Commits

Author SHA1 Message Date
TITC
d16527ddf2
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
Daniel Kleine
dcbdc1d2e5
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
6f0a5c320b
fix learning rate scheduler 2024-06-03 07:06:42 -05:00
rasbt
b40c260859
update how to retrieve learning rate 2024-05-23 17:19:01 -05:00
Sebastian Raschka
c70ddff558
Return nan if val loader is empty (#124) 2024-04-20 08:02:30 -05:00
Sebastian Raschka
dd51d4ad83
Make datesets and loaders compatible with multiprocessing (#118) 2024-04-13 13:57:56 -05:00
Sebastian Raschka
2de60d1bfb
Rename variable to context_length to make it easier on readers (#106)
* rename to context length

* fix spacing
2024-04-04 07:27:41 -05:00
rasbt
88b2dd780a make batch loss calculatution more efficient 2024-03-27 07:11:56 -05:00
rasbt
3cb5a52a1b simplify calc_loss_loader 2024-03-26 20:34:50 -05:00
Sebastian Raschka
cf39abac04 Add and link bonus material (#84) 2024-03-23 07:27:43 -05:00