Sebastian Raschka
984cca3f64
Fix code comment: embed_dim -> d_out ( #698 )
2025-06-22 16:36:39 -05:00
Sebastian Raschka
a5ea296259
Use more recent sentencepiece tokenizer API ( #696 )
2025-06-22 13:52:30 -05:00
Sebastian Raschka
2351a1f282
Fix some wording issues in the notes ( #695 )
2025-06-22 13:46:16 -05:00
Sajjad Baloch
cfdf22330b
Fix: Typo in appendix_d.py comments. ( #682 )
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* 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
c4b19d7eb6
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
0b15a00574
Qwen3 KV cache ( #688 )
2025-06-21 17:34:39 -05:00
Daniel Kleine
2a530b49fe
added pkg fixes ( #676 )
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Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2025-06-21 16:07:50 -05:00
Sebastian Raschka
bb57756444
Add GPT-2 KV cache to pkg ( #687 )
2025-06-21 12:29:04 -05:00
Sebastian Raschka
9d62ca0598
Llama 3 KV Cache ( #685 )
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* Llama 3 KV Cache
* skip expensive tests on Gh actions
* Update __init__.py
2025-06-21 10:55:20 -05:00
Sebastian Raschka
9f6f514191
Fix formatting in Qwen3 nb ( #680 )
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* Fix formatting in Qwen3 nb
* upd
2025-06-20 07:28:27 -05:00
casinca
374cb94af0
minor readability improvements ( #668 )
2025-06-19 18:56:49 -05:00
Daniel Kleine
e79bb50a1b
fixed plot_losses ( #677 )
2025-06-19 18:55:43 -05:00
Sebastian Raschka
3d4bce6d57
Qwen3 From Scratch ( #678 )
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* Qwen3 From Scratch
* rev other file
* upd
* upd
* upd
* url fixes
2025-06-19 18:44:38 -05:00
casinca
e700c66b7a
removed old args in GQA class ( #674 )
2025-06-17 13:09:53 -05:00
Sebastian Raschka
c488578cae
Optimize KV cache ( #673 )
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* Optimize KV cache
* style
* interpretable generate
* interpretable generate
* update readme
2025-06-16 16:00:50 -05:00
Sebastian Raschka
e704b5fa50
Optimized KV cache ( #672 )
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* Optimized KV cache
* typo fix
2025-06-15 14:26:16 -05:00
Sebastian Raschka
9aed6f5a76
Add KV cache ( #671 )
2025-06-15 09:58:08 -05:00
Sebastian Raschka
d9dd94dac6
Remove redundant model = ( #663 )
2025-06-13 11:03:55 -05:00
Sebastian Raschka
a0f5326a25
Update pixi ( #661 )
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* Llama3 from scratch improvements
* Update HF hub version in pixi.toml
* Update README.md
2025-06-13 10:50:17 -05:00
Daniel Kleine
479b0e2aa9
fixed gqa qkv code comments ( #660 )
2025-06-13 08:21:28 -05:00
Greg Gandenberger
2af3cf070c
Update ch07.ipynb ( #643 )
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Correct function name
2025-06-13 08:17:10 -05:00
Shimpei Kojio
1446cfd824
fixed video link ( #646 )
2025-06-13 08:16:18 -05:00
Pratyush Subhadarshi
d142741ef4
Correcting the wrong reference ( #649 )
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Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2025-06-12 16:35:51 -05:00
Sebastian Raschka
a3c4c33347
Reduce Llama 3 RoPE memory requirements ( #658 )
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* 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
55e2a0978a
DeBERTa-v3 baseline ( #630 )
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* Llama3 from scratch improvements
* deberta-baseline
* restore
2025-04-19 21:16:17 -05:00
Sebastian Raschka
02ca4ac42d
BPE cosmetics ( #629 )
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* 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
ec062e1099
Dpo vocab size clarification ( #628 )
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* Llama3 from scratch improvements
* vocab size should be 50257 not 50256
* restore
2025-04-18 17:20:56 -05:00
Sebastian Raschka
3eca919a52
Llama3 from scratch improvements ( #621 )
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* Llama3 from scratch improvements
* restore
2025-04-16 18:08:26 -05:00
casinca
1cbdcd86c3
Minor DPO fixes ( #617 )
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* minor dpo fixes
* Update dpo-from-scratch.ipynb
metadata diff
2025-04-16 12:56:49 -05:00
Daniel Kleine
6ec8fb3dfe
fixed <|endoftext|> token ( #620 )
2025-04-16 12:15:59 -05:00
Henry Shi
88250d953d
updated exercise 5.3 ( #615 )
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* 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
48e98abc8e
add special token handling to bpe from scratch code ( #616 )
2025-04-13 12:38:22 -05:00
Sebastian Raschka
d5eaa36416
Ch06 and Ch07 videos ( #613 )
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* Ch06 and Ch07 videos
* exclude google scholar from link checking
2025-04-12 14:51:02 -05:00
PRASHANTH REDDY NIMMAKAYALA
cff41c1fbc
fix: typo in ch07.ipynb ( #612 )
2025-04-12 10:29:53 -05:00
Sebastian Raschka
b662ec9ada
Improve ModernBERT comments ( #606 )
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* Improve modernbert comments
* bash code formatting
2025-04-06 18:29:22 -05:00
Sebastian Raschka
9e08fff657
align formulas in notes with code ( #605 )
2025-04-06 16:46:53 -05:00
Sebastian Raschka
97a199e40b
Disable mask saving as weight in Llama 3 model ( #604 )
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* Disable mask saving as weight
* update pixi
* update pixi
2025-04-06 09:33:36 -05:00
Sebastian Raschka
c43d7ef663
reformat nbs ( #602 )
2025-04-05 16:18:27 -05:00
Sebastian Raschka
ab17357474
Correct BERT experiments ( #600 )
2025-04-05 10:05:15 -05:00
Sebastian Raschka
14f976e024
Add ModernBERT ( #598 )
2025-04-05 09:13:30 -05:00
Sebastian Raschka
396e96ab07
Fix Llama language typo in bonus materials ( #597 )
2025-04-02 21:41:36 -05:00
Sebastian Raschka
f61baf86f2
Fix link ( #596 )
2025-04-02 09:47:07 -05:00
Sebastian Raschka
2dc2df593a
Llama3Fast ( #593 )
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* Llama3Fast
* Update pkg/llms_from_scratch/tests/test_llama3.py
2025-04-01 12:56:11 -05:00
Sebastian Raschka
4128a91c1d
Add Llama 3.2 to pkg ( #591 )
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* Add Llama 3.2 to pkg
* remove redundant attributes
* update tests
* updates
* updates
* updates
* fix link
* fix link
2025-03-31 18:59:47 -05:00
casinca
d7c316533a
removing unused RoPE parameters ( #590 )
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* removing unused RoPE parameters
* remove redundant context_length in GQA
---------
Co-authored-by: Sebastian Raschka <mail@sebastianraschka.com>
2025-03-31 17:10:39 -05:00
Sebastian Raschka
d75f74bd0c
Fix data download if UCI is temporarily down ( #592 )
2025-03-31 16:25:53 -05:00
Sebastian Raschka
0bdcce4e40
Clarify dataset length in chapter 2 ( #589 )
2025-03-30 16:01:37 -05:00
Sebastian Raschka
4e3b752e5e
Memory optimized Llama ( #588 )
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* Memory optimized Llama
* re-ad login
2025-03-30 15:18:12 -05:00
Sebastian Raschka
e55e3e88e1
Alt weight loading code via PyTorch ( #585 )
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* Alt weight loading code via PyTorch
* commit additional files
2025-03-27 20:10:23 -05:00
Sebastian Raschka
e07a7abdd5
Add GPTModelFast ( #584 )
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* Add GPTModelFast
* update
2025-03-27 14:00:25 -05:00
