967 Commits

Author SHA1 Message Date
Sebastian Raschka
8552565bda
Add missing comma in imports in README (#865) 2025-10-06 16:03:04 -05:00
Sebastian Raschka
7084123d10
Note about output dimensions (#862) 2025-10-01 10:47:04 -05:00
Sebastian Raschka
4d9f9dcb6c
Update ollama address (#861) 2025-09-30 21:05:53 -05:00
casinca
00c240ff87
some typo fixes (#858)
* fix(typo): correct scaling

* fix(typo): correct comment for `instruct`
2025-09-30 11:18:02 -05:00
Sebastian Raschka
458f2d9b67
Test dependencies with Python 3.13 (#843)
* Custom python 3.13 entry in pyproject.toml

* amend

* update

* update

* update

* Update pyproject.toml

* Update pyproject.toml

* Update pyproject.toml

* update
2025-09-27 08:38:07 -05:00
Sebastian Raschka
47867bc1cb
Update generate script (#847)
* Custom python 3.13 entry in pyproject.toml

* amend

* Update generate script

* update

* Update pyproject.toml
2025-09-27 08:03:54 -05:00
Sebastian Raschka
9bc827ea7e
Numerically stable generate on mps (#849)
* Numerically stable generate on mps

* add file
2025-09-26 22:42:44 -05:00
Sebastian Raschka
f492c949d3
Requirements update (#851)
* Requirements update

* Code change to tricker workers

* update
2025-09-26 22:19:57 -05:00
Sebastian Raschka
322000d833
Windows compile (#845)
* 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)
* 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)
* 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

---------

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)
* 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)
* Added Apple Silicon GPU device

* Added Apple Silicon GPU device

* delete: remove unused model.pth file from understanding-buffers

* update

* update

---------

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)
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)
* 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)
* Improve multiturn stopping condition

* improve
2025-09-09 19:37:15 -05:00
Sebastian Raschka
4b0021416a
Clarify Qwen3 notebook purpose (#812)
* 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)
* 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)
* 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)
* 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)
* 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)
* 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)
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)
- 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)
* 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)
* 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)
* Gemma 3 270M From Scratch

* fix path

* update readme
2025-08-17 08:23:05 -05:00