unsloth/tests
kiankyars ad5972492d
Fix raw text paragraph break normalization (#4884)
* Fix raw text paragraph break normalization

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Normalize horizontal whitespace before stripping non-ASCII and collapse leftover doubles

Run the [^\S\n]+ horizontal-whitespace collapse before the non-ASCII strip
so that Unicode whitespace (\u00A0, \u202F, \u2009, \u3000, \v, \f, etc.)
becomes a single ASCII space instead of being deleted outright. The prior
ordering silently merged adjacent words on HTML/PDF/OCR-sourced text:
"hello\u00a0world" used to produce "helloworld" after this PR; it now
produces "hello world".

Also drop \t from the allow-list since the horizontal-whitespace collapse
already normalizes tabs to a single space, and add a targeted [ ]{2,} pass
right after the non-ASCII strip so that a non-whitespace non-ASCII character
sitting between two spaces ("word1 (c) word2") does not leave an interior
double space. Without this extra pass, clean_text was not idempotent on
such inputs: the first call produced "word1  word2" and only the second
call collapsed it to "word1 word2". Fuzz testing over 10000 random inputs
now satisfies the idempotence invariant in every case.

* Add regression tests for Unicode/control whitespace and non-ASCII edge cases

Cover:
- Unicode horizontal whitespace separators (NBSP, narrow NBSP, thin space,
  en/em space, ideographic space, vertical tab, form feed) normalizing to
  a single ASCII space instead of being deleted.
- Mixed paragraph + Unicode whitespace realistic input ("Section\u00a01\r\n\r\nBody\ftext\u202Fhere").
- Tab collapsing and space trimming around newlines.
- Non-whitespace non-ASCII characters (copyright, accented letters, emoji)
  sitting between spaces: must not leave an interior double space, and
  clean_text must be idempotent on these inputs.
- Non-ASCII characters adjacent to a newline: stripping must not leave
  stray leading or trailing spaces on the neighbouring line, and must not
  swallow an adjacent paragraph break.

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
2026-04-09 04:45:43 -07:00
..
python fix: add tokenizers to no-torch deps and TORCH_CONSTRAINT for arm64 macOS py313+ (#4748) 2026-04-01 06:12:17 -07:00
qlora Revert "[pre-commit.ci] auto fixes from pre-commit.com hooks" 2025-12-01 07:24:58 -08:00
saving Add regression test for shell injection fix in GGML conversion (#4773) 2026-04-02 00:10:47 -07:00
sh fix: add tokenizers to no-torch deps and TORCH_CONSTRAINT for arm64 macOS py313+ (#4748) 2026-04-01 06:12:17 -07:00
studio/install Update test_pr4562_bugfixes.py for simplified install policy (#4817) 2026-04-03 04:06:14 -07:00
utils feat: Implement Q-GaLore optimizer and custom embedding learning rate… (#4511) 2026-03-25 01:03:10 -07:00
__init__.py Qwen 3, Bug Fixes (#2445) 2025-04-30 22:38:39 -07:00
run_all.sh fix: add tokenizers to no-torch deps and TORCH_CONSTRAINT for arm64 macOS py313+ (#4748) 2026-04-01 06:12:17 -07:00
test_get_model_name.py Fixup mapper issues and resolve properly (#4124) 2026-03-03 06:57:25 -08:00
test_loader_glob_skip.py Add unit tests for HfFileSystem glob skip guard (#4854) 2026-04-06 08:54:36 -07:00
test_model_registry.py Revert "[FIX] Vllm guided decoding params (#3662)" 2025-12-01 05:43:45 -08:00
test_raw_text.py Fix raw text paragraph break normalization (#4884) 2026-04-09 04:45:43 -07:00