Sebastian Raschka
f492c949d3
Requirements update ( #851 )
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* Requirements update
* Code change to tricker workers
* update
2025-09-26 22:19:57 -05:00
Sebastian Raschka
322000d833
Windows compile ( #845 )
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* Custom python 3.13 entry in pyproject.toml
* amend
* Note about compile on Windows
* update
2025-09-26 12:01:19 -05:00
Sebastian Raschka
3b83705988
Update package dependencies ( #842 )
2025-09-22 18:32:39 -05:00
Sebastian Raschka
e742d8af2c
Improve MoE implementation ( #841 )
2025-09-22 15:21:06 -05:00
Sebastian Raschka
20041fb94b
Note about devcontainer root usage ( #833 )
2025-09-21 11:12:44 -05:00
Sebastian Raschka
2aa8e8130d
Note about RoPE usage ( #839 )
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* Note about devcontainer root usage
* Add note about RoPE implementation
2025-09-20 16:25:58 +00:00
casinca
42c130623b
Qwen3Tokenizer fix for Qwen3 Base models and generation mismatch with HF (#828 )
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* prevent `self.apply_chat_template` being applied for base Qwen models
* - added no chat template comparison in `test_chat_wrap_and_equivalence`
- removed duplicate comparison
* Revert "- added no chat template comparison in `test_chat_wrap_and_equivalence`"
This reverts commit 3a5ee8cfa19aa7e4874cd5f35171098be760b05f.
* Revert "prevent `self.apply_chat_template` being applied for base Qwen models"
This reverts commit df504397a8957886c6d6d808615545e37ceffcad.
* copied `download_file` in `utils` from https://github.com/rasbt/reasoning-from-scratch/blob/main/reasoning_from_scratch/utils.py
* added copy of test `def test_tokenizer_equivalence()` from `reasoning-from-scratch` in `test_qwen3.py`
* removed duplicate code fragment in`test_chat_wrap_and_equivalence`
* use apply_chat_template
* add toggle for instruct model
* Update tokenizer usage
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Co-authored-by: rasbt <mail@sebastianraschka.com>
2025-09-17 08:14:11 -05:00
Synix
bfc6389fab
fix code comment ( #834 )
2025-09-17 01:36:02 +00:00
Sebastian Raschka
b6cd0a312f
More efficient angles computation in RoPE ( #830 )
2025-09-16 03:23:33 +00:00
Sebastian Raschka
147dc49ab5
rename eval method ( #832 )
2025-09-16 02:47:20 +00:00
Sebastian Raschka
8add26cbe9
Improve weight tying handling ( #826 )
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* Improve weight tying handling
* fix
2025-09-14 15:46:48 -05:00
rasbt
1412b139f2
main push to sync github ruleset
2025-09-14 11:59:52 -05:00
Sebastian Raschka
8f3e5b024d
Add LoRA scaling ( #823 )
2025-09-14 11:57:55 -05:00
Sebastian Raschka
fc101b710e
Added Apple Silicon GPU device update ( #820 )
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* Added Apple Silicon GPU device
* Added Apple Silicon GPU device
* delete: remove unused model.pth file from understanding-buffers
* update
* update
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Co-authored-by: missflash <missflash@gmail.com>
2025-09-13 12:48:06 -05:00
Andreas Yin
8e170312fe
fix: correct role of the beta hyperparameter on the DPO loss ( #818 )
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Increasing beta leads to less divergence between the new model and the reference model.
2025-09-12 20:21:38 -05:00
Sebastian Raschka
32965e0edd
remove redundant next_cache ( #817 )
2025-09-11 15:16:08 -05:00
Sebastian Raschka
c7a4362ca4
Add defensive context trimming for multiturn ( #815 )
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* Add defensive context trimming for multiturn
* add all mods
2025-09-09 20:19:00 -05:00
Sebastian Raschka
215abdbcdd
Improve multiturn stopping condition ( #814 )
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* Improve multiturn stopping condition
* improve
2025-09-09 19:37:15 -05:00
Sebastian Raschka
4b0021416a
Clarify Qwen3 notebook purpose ( #812 )
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* Clarify Qwen3 notebook purpose
* Update README.md
* Update README.md
2025-09-06 15:31:35 -05:00
Sebastian Raschka
6d175a22df
Fix IMDb spelling ( #811 )
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* Add SSL instructions
* Fix IMDb spelling
2025-09-06 12:04:47 -05:00
Sebastian Raschka
18c6b970ab
Add additional notes on debugging SSL issues ( #810 )
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* Add SSL instructions
* update old pytorch tests
* update
* update
* update
* update
* update
* update
* update
* update
2025-09-06 11:46:50 -05:00
Sebastian Raschka
290fa10d55
Update code dependencies ( #809 )
2025-09-05 16:40:00 -05:00
Sebastian Raschka
5ae41c402e
Fix code comment
2025-09-05 14:02:24 -05:00
Sebastian Raschka
623dc65d5d
Update requirements for Intel Macs ( #807 )
2025-09-04 15:07:46 -05:00
Sebastian Raschka
efad18bd0b
Fix accidental indentation
2025-09-04 14:41:08 -05:00
Sebastian Raschka
9bfa92fb3e
Update README.md
2025-09-03 12:41:32 -05:00
Sebastian Raschka
590d8489d0
Update requirements for Intel macOS ( #805 )
2025-09-03 12:15:25 -05:00
rasbt
65e67a9681
fix typo
2025-09-02 10:17:51 -05:00
Hayato Hongo
2d8d6224ed
added brief explanations about 2 different ways of RoPE implementations ( #802 )
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* added brief explanations about 2 different ways of RoPE implementations
* improve comment
---------
Co-authored-by: rasbt <mail@sebastianraschka.com>
2025-09-02 10:14:36 -05:00
rasbt
9ea2c57c5f
simplify
2025-09-01 22:15:47 -05:00
rasbt
643f800a94
remove local config files
2025-09-01 20:52:40 -05:00
Sebastian Raschka
9eee9296d9
Interactive qwen3 chat interface ( #801 )
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* Interactive qwen3 chat interface
* update
* update
* update url
2025-09-01 20:50:25 -05:00
Sebastian Raschka
70edd53809
Improve RoPE ( #799 )
2025-08-31 11:46:36 -05:00
Sebastian Raschka
d87d91b23c
Add KVCache variant of Qwen3 notebook ( #800 )
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* Add KVCache variant of Qwen3 notebook
* cleanup
2025-08-31 11:11:12 -05:00
Sebastian Raschka
0e9cefcdc8
Update pixi powershell command section ( #798 )
2025-08-30 08:42:06 -05:00
Sebastian Raschka
a51ff65488
reasoning-from-scratch ( #793 )
2025-08-28 18:36:41 -05:00
Jestine Paul
a3a62c509a
Improve MHA einsum ( #781 )
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Efficiency update for einsum as mentioned in #772
2025-08-22 15:12:26 -05:00
casinca
670f7a4dd0
- added (missing) Gemma3 bullet point in parent folder's readme.md ( #788 )
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- typo in nbs
2025-08-22 15:03:47 -05:00
Sebastian Raschka
4a84cfccf9
Minor cosmetic fixes in Gemma 3 nbs ( #780 )
2025-08-19 21:08:29 -05:00
Sebastian Raschka
f571b5e493
Add Gemma3 KV cache variant ( #776 )
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* Add Gemma3 KV cache variant
* update
2025-08-19 12:37:49 -05:00
Sebastian Raschka
8c1f9ccf54
Improve MHA einsum ( #775 )
2025-08-19 10:38:15 -05:00
Sebastian Raschka
80d4732456
add HF equivalency tests for standalone nbs ( #774 )
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* add HF equivalency tests for standalone nbs
* update
* update
* update
* update
2025-08-18 18:58:46 -05:00
Sebastian Raschka
a6b883c9f9
Gemma 3 270M From Scratch ( #771 )
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* Gemma 3 270M From Scratch
* fix path
* update readme
2025-08-17 08:23:05 -05:00
Sebastian Raschka
e9c1c1da38
Fix qk_norm comment ( #769 )
2025-08-15 08:38:48 -05:00
Sebastian Raschka
b14325e56d
Qwen3 and Llama3 equivalency teests with HF transformers ( #768 )
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* Qwen3 and Llama3 equivalency teests with HF transformers
* update
2025-08-14 18:36:07 -05:00
Sebastian Raschka
5febcf8a1b
MoE Nb readability improvements ( #761 )
2025-08-01 19:58:18 -05:00
Sebastian Raschka
f92b40e4ab
Qwen3 Coder Flash & MoE from Scratch ( #760 )
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* Qwen3 Coder Flash & MoE from Scratch
* update
* refinements
* updates
* update
* update
* update
2025-08-01 19:13:17 -05:00
casinca
145322ded8
[Minor] Qwen3 typo & optim ( #758 )
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* typo
* remove weight dict after loading
2025-07-28 17:29:44 -05:00
Sebastian Raschka
b12dbf6c68
Interleaved Q and K for RoPE in Llama 2 ( #750 )
2025-07-23 08:02:02 -05:00
Sebastian Raschka
13f049f6a4
Minor typo: pply -> Apply ( #749 )
2025-07-22 08:19:25 -05:00
