Sebastian Raschka
8b3e4b24b0
Remove unused params for hparam script ( #710 )
2025-06-25 12:50:32 -05:00
Sebastian Raschka
190c66b3b0
Add Qwen3 1.7, 4B, 8B, and 32B support to from-scratch nb ( #709 )
2025-06-25 08:53:09 -05:00
Sebastian Raschka
2f53bf5fe5
Link the other KV cache sections ( #708 )
2025-06-24 16:52:29 -05:00
Sebastian Raschka
47a750014d
Add link to free exercise PDF ( #706 )
2025-06-24 08:24:02 -05:00
Sebastian Raschka
3bdf18a599
Update Llama 3 table for consistency with Qwen3
2025-06-23 18:33:04 -05:00
Sebastian Raschka
81eda38d3b
Improve KV cache code for torch.compile ( #705 )
...
* Improve KV cache code for torch.compile
* cleanup
* cleanup
2025-06-23 18:08:49 -05:00
Martin Ma
6522be94be
Fix bug in masking when kv cache is used. ( #697 )
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* Fix bug in masking when kv cache is used.
* add tests
* dd tests
* upd
* add kv cache test to gh workflow
* explicit mask slicing
* upd
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2025-06-23 13:12:56 -05:00
Sebastian Raschka
37b26c2e04
CPU compile performance for Qwen3 models ( #704 )
...
* Ch06 classifier function asserts
* Qwen3 cpu compilation perf
2025-06-23 11:06:10 -05:00
Sebastian Raschka
4014bdd520
Ch06 classifier function asserts ( #703 )
2025-06-23 08:21:55 -05:00
Shamik
f5bc863752
Update README.md ( #702 )
...
Typo in kv cache readme
2025-06-23 07:21:51 -05:00
Matthew Hernandez
5c66f74fbe
Fix issue #684 : Minor docstring edit ( #699 )
2025-06-23 07:18:28 -05:00
Sebastian Raschka
d37ddb668a
Fix code comment: embed_dim -> d_out ( #698 )
2025-06-22 16:36:39 -05:00
Sebastian Raschka
01be5a42e4
Use more recent sentencepiece tokenizer API ( #696 )
2025-06-22 13:52:30 -05:00
Sebastian Raschka
bcfdbd7008
Fix some wording issues in the notes ( #695 )
2025-06-22 13:46:16 -05:00
Sajjad Baloch
661a6e84ee
Fix: Typo in appendix_d.py comments. ( #682 )
...
* Fix: pkg/llms_from_scratch/appendix_d.py
* minor language typo fix
* fix 691
---------
Co-authored-by: PrinceSajjadHussain <PrinceSajjadHussain@users.noreply.github.com>
Co-authored-by: rasbt <mail@sebastianraschka.com>
2025-06-22 12:15:12 -05:00
casinca
564e986496
fix issue #664 - inverted token and pos emb layers ( #665 )
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* fix inverted token and pos layers
* remove redundant code
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2025-06-22 12:15:01 -05:00
Sebastian Raschka
0a2e8c39c4
Qwen3 KV cache ( #688 )
2025-06-21 17:34:39 -05:00
Daniel Kleine
14c054d36c
added pkg fixes ( #676 )
...
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2025-06-21 16:07:50 -05:00
Sebastian Raschka
fdc3e1b701
Add GPT-2 KV cache to pkg ( #687 )
2025-06-21 12:29:04 -05:00
Sebastian Raschka
3be0f3202a
Llama 3 KV Cache ( #685 )
...
* Llama 3 KV Cache
* skip expensive tests on Gh actions
* Update __init__.py
2025-06-21 10:55:20 -05:00
Sebastian Raschka
c008f95072
Fix formatting in Qwen3 nb ( #680 )
...
* Fix formatting in Qwen3 nb
* upd
2025-06-20 07:28:27 -05:00
casinca
00b8c0a107
minor readability improvements ( #668 )
2025-06-19 18:56:49 -05:00
Daniel Kleine
15fa6a84f6
fixed plot_losses ( #677 )
2025-06-19 18:55:43 -05:00
Sebastian Raschka
e719bd86ad
Qwen3 From Scratch ( #678 )
...
* Qwen3 From Scratch
* rev other file
* upd
* upd
* upd
* url fixes
2025-06-19 18:44:38 -05:00
casinca
58b8672452
removed old args in GQA class ( #674 )
2025-06-17 13:09:53 -05:00
Sebastian Raschka
ece59ba587
Optimize KV cache ( #673 )
...
* Optimize KV cache
* style
* interpretable generate
* interpretable generate
* update readme
2025-06-16 16:00:50 -05:00
Sebastian Raschka
ba0370abd1
Optimized KV cache ( #672 )
...
* Optimized KV cache
* typo fix
2025-06-15 14:26:16 -05:00
Sebastian Raschka
2af686d70b
Add KV cache ( #671 )
2025-06-15 09:58:08 -05:00
Sebastian Raschka
78bbcb3643
Remove redundant model = ( #663 )
2025-06-13 11:03:55 -05:00
Sebastian Raschka
3dfd7e5f06
Update pixi ( #661 )
...
* Llama3 from scratch improvements
* Update HF hub version in pixi.toml
* Update README.md
2025-06-13 10:50:17 -05:00
Daniel Kleine
c2cfb47b1a
fixed gqa qkv code comments ( #660 )
2025-06-13 08:21:28 -05:00
Greg Gandenberger
7632eb018b
Update ch07.ipynb ( #643 )
...
Correct function name
2025-06-13 08:17:10 -05:00
Shimpei Kojio
baaa6c9283
fixed video link ( #646 )
2025-06-13 08:16:18 -05:00
Pratyush Subhadarshi
d56417c34c
Correcting the wrong reference ( #649 )
...
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2025-06-12 16:35:51 -05:00
Sebastian Raschka
c4cde1c21b
Reduce Llama 3 RoPE memory requirements ( #658 )
...
* Llama3 from scratch improvements
* Fix Llama 3 expensive RoPE memory issue
* updates
* update package
* benchmark
* remove unused rescale_theta
2025-06-12 11:08:02 -05:00
Sebastian Raschka
c278745aff
DeBERTa-v3 baseline ( #630 )
...
* Llama3 from scratch improvements
* deberta-baseline
* restore
2025-04-19 21:16:17 -05:00
Sebastian Raschka
4ff743051e
BPE cosmetics ( #629 )
...
* Llama3 from scratch improvements
* Cosmetic BPE improvements
* restore
* Update ch02/05_bpe-from-scratch/bpe-from-scratch.ipynb
* Update ch02/05_bpe-from-scratch/bpe-from-scratch.ipynb
* endoftext whitespace
2025-04-18 18:57:09 -05:00
Sebastian Raschka
adaf4faaae
Dpo vocab size clarification ( #628 )
...
* Llama3 from scratch improvements
* vocab size should be 50257 not 50256
* restore
2025-04-18 17:20:56 -05:00
Sebastian Raschka
47c036058d
Llama3 from scratch improvements ( #621 )
...
* Llama3 from scratch improvements
* restore
2025-04-16 18:08:26 -05:00
casinca
1b242d01a5
Minor DPO fixes ( #617 )
...
* minor dpo fixes
* Update dpo-from-scratch.ipynb
metadata diff
2025-04-16 12:56:49 -05:00
Daniel Kleine
f3d1566c2e
fixed <|endoftext|> token ( #620 )
2025-04-16 12:15:59 -05:00
Henry Shi
02779f5e35
updated exercise 5.3 ( #615 )
...
* updated exercise 5.3
temperature can be set to 0 to regardless of top_k setting to force deterministic behavior
* fix notebook json
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2025-04-13 13:06:57 -05:00
Sebastian Raschka
72efebd7f8
add special token handling to bpe from scratch code ( #616 )
2025-04-13 12:38:22 -05:00
Sebastian Raschka
92b308e512
Ch06 and Ch07 videos ( #613 )
...
* Ch06 and Ch07 videos
* exclude google scholar from link checking
2025-04-12 14:51:02 -05:00
PRASHANTH REDDY NIMMAKAYALA
74b9f1fcde
fix: typo in ch07.ipynb ( #612 )
2025-04-12 10:29:53 -05:00
Sebastian Raschka
9df572fdf4
Improve ModernBERT comments ( #606 )
...
* Improve modernbert comments
* bash code formatting
2025-04-06 18:29:22 -05:00
Sebastian Raschka
3654571184
align formulas in notes with code ( #605 )
2025-04-06 16:46:53 -05:00
Sebastian Raschka
67e0680210
Disable mask saving as weight in Llama 3 model ( #604 )
...
* Disable mask saving as weight
* update pixi
* update pixi
2025-04-06 09:33:36 -05:00
Sebastian Raschka
f1434652f2
reformat nbs ( #602 )
2025-04-05 16:18:27 -05:00
Sebastian Raschka
371ab9e8ff
Correct BERT experiments ( #600 )
2025-04-05 10:05:15 -05:00
