Llane/release notes 26.02 audit fixes by lbliii · Pull Request #1519 · NVIDIA-NeMo/Curator

lbliii · 2026-02-18T18:03:47Z

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Signed-off-by: Lawrence Lane <llane@nvidia.com>

Co-authored-by: Praateek Mahajan <praateekmahajan@users.noreply.github.com> Signed-off-by: L.B. <llane@nvidia.com>

Signed-off-by: Lawrence Lane <llane@nvidia.com>

Co-authored-by: Sarah Yurick <53962159+sarahyurick@users.noreply.github.com> Signed-off-by: L.B. <llane@nvidia.com>

Signed-off-by: Lawrence Lane <llane@nvidia.com>

…NVIDIA-NeMo#1470) * Refactor stage names and update paths in configuration files Signed-off-by: SwekeR-463 <swekerswasti@gmail.com> * Fix processing logic to handle None results in ProcessingStage Signed-off-by: SwekeR-463 <swekerswasti@gmail.com> * Refactor stage classes to propagate names from constructors and remove hardcoded names Signed-off-by: SwekeR-463 <swekerswasti@gmail.com> * Fuse document iterate and extract stages (NVIDIA-NeMo#1458) * Fuse document iterate and extract stages Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * ruff Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * fix bug Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * update docs and tutorial Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * save progress Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * update more tests Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * ruff Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * fix tests Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * ruff Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * update benchmark Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * move class Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * add missing import Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> * update comment Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> --------- Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> Co-authored-by: Ayush Dattagupta <ayushdg95@gmail.com> Signed-off-by: SwekeR-463 <swekerswasti@gmail.com> * Llane/sdg ray docs (NVIDIA-NeMo#1347) * sdg ray docs init Signed-off-by: Lawrence Lane <llane@nvidia.com> * header, tab fixes Signed-off-by: Lawrence Lane <llane@nvidia.com> * style guide Signed-off-by: Lawrence Lane <llane@nvidia.com> * release notes change, bump version Signed-off-by: Lawrence Lane <llane@nvidia.com> * feedback Signed-off-by: Lawrence Lane <llane@nvidia.com> * readme Signed-off-by: Lawrence Lane <llane@nvidia.com> * updates Signed-off-by: Lawrence Lane <llane@nvidia.com> * updates Signed-off-by: Lawrence Lane <llane@nvidia.com> * updates Signed-off-by: Lawrence Lane <llane@nvidia.com> * updates Signed-off-by: Lawrence Lane <llane@nvidia.com> * Update tutorials/synthetic/README.md Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Signed-off-by: Lawrence Lane <llane@nvidia.com> --------- Signed-off-by: Lawrence Lane <llane@nvidia.com> Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Signed-off-by: SwekeR-463 <swekerswasti@gmail.com> * ci: Remove thirdparty aiohttp file from ray (NVIDIA-NeMo#1469) Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: SwekeR-463 <swekerswasti@gmail.com> * refactor: Enhance stage classes to propagate performance metrics and set stage names Signed-off-by: SwekeR-463 <swekerswasti@gmail.com> * fixes as per greptile Signed-off-by: SwekeR-463 <swekerswasti@gmail.com> * fixes as per greptile Signed-off-by: SwekeR-463 <swekerswasti@gmail.com> * remove continue part Signed-off-by: SwekeR-463 <swekerswasti@gmail.com> * Update nemo_curator/stages/audio/common.py Signed-off-by: Sarah Yurick <53962159+sarahyurick@users.noreply.github.com> --------- Signed-off-by: SwekeR-463 <swekerswasti@gmail.com> Signed-off-by: Sarah Yurick <sarahyurick@gmail.com> Signed-off-by: Lawrence Lane <llane@nvidia.com> Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: Sarah Yurick <53962159+sarahyurick@users.noreply.github.com> Co-authored-by: Sarah Yurick <53962159+sarahyurick@users.noreply.github.com> Co-authored-by: Ayush Dattagupta <ayushdg95@gmail.com> Co-authored-by: Lawrence Lane <llane@nvidia.com> Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Co-authored-by: Dong Hyuk Chang <thomaschang26@tutanota.com>

* first commit * initial commit - workable * fix lint * fix lint * addressing comments, tested * fix lint * update uv lock * fix greptile suggestion * addressing comments * lint * greptile fix * lint * addressing comments * fix lint * update uv lock with putest_server * resolve uv lock * restore uv.lock * addressing comment * ndd benchmark * update uv.lock * udpate benchmarking * adding num_input_chars, num_output_chars to metrics * lint * addressing comments * fix bug * lint * lin * lint * fix import * fix .github/workflows/cicd-main.yml --------- Co-authored-by: Huy Vu2 <huvu@login-eos02.eos.clusters.nvidia.com>

…VIDIA-NeMo#1480)

NVIDIA-NeMo#1452) * [benchmark] Add FastText filter benchmarking script (NVIDIA-NeMo#1411) - Add fasttext_filter_benchmark.py script following the pattern from score_filter_benchmark.py - Add fasttext_filter_raydata and fasttext_filter_xenna entries to nightly-benchmark.yaml - Supports FastText language ID and quality filters with model setup requirements Fixes NVIDIA-NeMo#1411 Signed-off-by: Kunal Sachdev <kunalmgsachdev@gmail.com> * [benchmark] Wire FastText model paths explicitly and update nightly config (NVIDIA-NeMo#1411) - Add separate dataset entries for FastText langid and quality models - Pass FastText model paths as explicit CLI arguments to benchmarks - Remove hardcoded model paths from Hydra overrides - Update FastText filter benchmarks to use model_weights_path - Align arxiv E2E benchmark arg naming with FastText langid usage Signed-off-by: Kunal Sachdev <kunalmgsachdev@gmail.com> * Updated fasttext_filter_raydata benchmark timeout in benchmarking/nightly-benchmark.yaml basis Sarah Yurick's test run (NVIDIA-NeMo#1411) Signed-off-by: Kunal Sachdev <kunalmgsachdev@gmail.com> * Updated fasttext_filter_xenna benchmark timeout in benchmarking/nightly-benchmark.yaml basis Sarah Yurick's test run (NVIDIA-NeMo#1411) Co-authored-by: Sarah Yurick <53962159+sarahyurick@users.noreply.github.com> Signed-off-by: Kunal Sachdev <kunalmgsachdev@gmail.com> * Updated fasttext_quality_model dataset entry's model file name to model.bin in benchmarking/nightly-benchmark.yaml (NVIDIA-NeMo#1411) Co-authored-by: Sarah Yurick <53962159+sarahyurick@users.noreply.github.com> Signed-off-by: Kunal Sachdev <kunalmgsachdev@gmail.com> * Adding ftz file option for fasttext_langid_model datasets entry in benchmarking/nightly-benchmark.yaml (NVIDIA-NeMo#1411) Co-authored-by: Sarah Yurick <53962159+sarahyurick@users.noreply.github.com> Signed-off-by: Kunal Sachdev <kunalmgsachdev@gmail.com> * Moving fasttext_filter_raydata and fasttext_filter_xenna to run right after ScoreFilter benchmarks in benchmarking/nightly-benchmark.yaml (NVIDIA-NeMo#1411) Signed-off-by: Kunal Sachdev <kunalmgsachdev@gmail.com> --------- Signed-off-by: Kunal Sachdev <kunalmgsachdev@gmail.com> Co-authored-by: Sarah Yurick <53962159+sarahyurick@users.noreply.github.com>

) (NVIDIA-NeMo#1507) Signed-off-by: Arivunidhi A <arivunidhi.a@gmail.com> Co-authored-by: Arivunidhi A <arivunidhi.a@gmail.com> Co-authored-by: Sarah Yurick <53962159+sarahyurick@users.noreply.github.com>

…ck (NVIDIA-NeMo#1511) * Refactor video frame extraction to improve PyNvCodec availability check - Removed the try-except block for importing PyNvcFrameExtractor, simplifying the import logic. - Updated the condition for initializing the PyNvcFrameExtractor in the VideoFrameExtractionStage to rely solely on the _PYNVC_AVAILABLE flag. - Adjusted the handling of pixel format conversion in NvVideoDecoder to prepare for future updates to cvcuda. Signed-off-by: Abhinav Garg <abhinavg@stanford.edu> * Refactor NvVideoDecoder to replace deprecated nvcv_image with cvcuda tensor - Updated NvVideoDecoder to remove the use of nvcv_image, which is deprecated, and replaced it with cvcuda tensor. - Adjusted related tensor operations and tests to ensure compatibility with the new cvcuda implementation. Signed-off-by: Abhinav Garg <abhinavg@stanford.edu> * Update import statements in test_nvcodec_utils.py to include ruff linting rule - Modified import statements in the test file to include the RUF100 linting rule, ensuring better adherence to coding standards. - This change enhances the clarity of the import handling tests. Signed-off-by: [Your Name] <your.email@example.com> Signed-off-by: Abhinav Garg <abhinavg@stanford.edu> * Update tests/utils/test_nvcodec_utils.py Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Signed-off-by: Abhinav Garg <abhinavg@stanford.edu> * Update tests/utils/test_nvcodec_utils.py Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Signed-off-by: Abhinav Garg <abhinavg@stanford.edu> --------- Signed-off-by: Abhinav Garg <abhinavg@stanford.edu> Signed-off-by: [Your Name] <your.email@example.com> Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Co-authored-by: Ayush Dattagupta <ayushdg95@gmail.com>

* add model weights Signed-off-by: Vibhu Jawa <vjawa@nvidia.com> * address validation feedback Signed-off-by: Vibhu Jawa <vjawa@nvidia.com> --------- Signed-off-by: Vibhu Jawa <vjawa@nvidia.com> Co-authored-by: Sarah Yurick <53962159+sarahyurick@users.noreply.github.com>

… are specified (NVIDIA-NeMo#1508) * Warn and resolve conflict when both blocksize and files_per_partition are specified (NVIDIA-NeMo#1401) Signed-off-by: Arivunidhi A <arivunidhi.a@gmail.com> * Add warning assertion to test_both_blocksize_and_files_per_partition_warns Address review feedback: verify that the warning message is actually logged when both blocksize and files_per_partition are specified, using caplog fixture consistent with existing test patterns. --------- Signed-off-by: Arivunidhi A <arivunidhi.a@gmail.com> Co-authored-by: Arivunidhi A <arivunidhi.a@gmail.com>

copy-pr-bot · 2026-02-18T18:03:51Z

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- Fix YAML config example to use correct Hydra CLI (--config-path, --config-name) - Correct image curation batch sizes to match source (dali_batch_size=100, num_threads=8) - Update code linting claim to Ruff (markdownlint not in pre-commit) - Remove unverifiable Ray Actor Pool progress bars and small cluster warnings Co-authored-by: Cursor <cursoragent@cursor.com> Signed-off-by: Lawrence Lane <llane@nvidia.com>

greptile-apps · 2026-02-18T18:07:35Z

Greptile Summary

This PR consolidates the 26.02 release documentation by adding a concise CHANGELOG entry and streamlining the verbose release notes. The changes include:

Added CHANGELOG.md section for version 1.1.0 with organized categories (New Features, Improvements, Dependency Updates, Bug Fixes, Infrastructure, Breaking Changes, Documentation)
Simplified docs/about/release-notes/index.md by consolidating sections like "Benchmarking Infrastructure" → "Stage and Pipeline Benchmarking" and "Workflow Results API" → "Pipeline Performance and Metric Logging"
Updated YAML configuration command example to match the actual syntax in nemo_curator/config/README.md
Removed several detailed subsections (Ray Actor Pool Executor Improvements, Enhanced Embedding Generation, specific text curation bullet points)

The edits follow a consistent editorial direction toward more concise documentation. All formatting is correct, and the command examples are consistent with existing documentation.

Confidence Score: 5/5

Documentation-only changes with no code modifications; safe to merge
This is a documentation-only PR that adds a properly formatted CHANGELOG entry and streamlines release notes. No code changes, no security concerns, and all formatting is correct. The command examples are verified against existing documentation.
No files require special attention

Important Files Changed

Filename	Overview
CHANGELOG.md	Added comprehensive 1.1.0 release section with proper formatting and complete feature coverage
docs/about/release-notes/index.md	Streamlined 26.02 release notes by consolidating sections and removing verbose details; command example updated to match README

_{Last reviewed commit: 3c11c07}

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- Fix YAML config example to use correct Hydra CLI (--config-path, --config-name) - Correct image curation batch sizes to match source (dali_batch_size=100, num_threads=8) - Update code linting claim to Ruff (markdownlint not in pre-commit) - Remove unverifiable Ray Actor Pool progress bars and small cluster warnings Co-authored-by: Cursor <cursoragent@cursor.com> Signed-off-by: Lawrence Lane <llane@nvidia.com> Co-authored-by: Cursor <cursoragent@cursor.com>

…b.com/lbliii/NeMo-Curator into llane/release-notes-26.02-audit-fixes

Signed-off-by: Lawrence Lane <llane@nvidia.com>

greptile-apps

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sarahyurick

Please update the PR to target r1.1.0 instead of main.

Signed-off-by: Lawrence Lane <llane@nvidia.com>

greptile-apps

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sarahyurick · 2026-02-19T19:12:40Z

Closing in favor of #1529.

abhinavg4 · 2026-02-19T19:02:21Z

- **End-to-End Pipeline Benchmarking**: Automated benchmarks for all curation modalities (text, image, video, audio)
- **Performance Tracking**: Integration with MLflow for metrics tracking and Slack for notifications
- **Nightly Benchmarks**: Continuous performance monitoring across:
+- **Stage and Pipeline Benchmarking**: Automated benchmarks for curation modalities (text, image, video, audio)


Do we have for Audio ?

abhinavg4 · 2026-02-19T19:02:30Z

  - Text pipelines: exact deduplication, fuzzy deduplication, semantic deduplication, score filters, modifiers
  - Image curation workflows with DALI-based processing
  - Video processing pipelines with scene detection and semantic deduplication
  - Audio ASR inference and quality assessment


Again audio.

abhinavg4 · 2026-02-19T19:03:14Z

+- **Performance Tracking**: Metrics tracking across:
  - Text pipelines: exact deduplication, fuzzy deduplication, semantic deduplication, score filters, modifiers
  - Image curation workflows with DALI-based processing
  - Video processing pipelines with scene detection and semantic deduplication


Can we add captioning here?

Video processing pipelines with splitting, scene detection, and captioning.

abhinavg4 · 2026-02-19T19:06:21Z

 ### Image Curation

- **Optimized Batch Sizes**: Reduced default batch sizes for better CPU memory usage (batch_size=50, num_threads=4)
+- **Optimized Batch Sizes**: Configurable batch sizes for better CPU/GPU memory usage (batch_size=100, num_threads=8)


num_threds is 16 I think

abhinavg4 · 2026-02-19T19:07:28Z

+
+- **Video**: Removed InternVideo2; vLLM 0.14.1, FFmpeg 8.0.1
+- **Audio**: Enhanced ASR/WER docs, robust manifest handling
+- **Image**: Optimized batch sizes (batch_size=100, num_threads=8), memory guidance


num_threads=16

abhinavg4 · 2026-02-19T19:13:54Z

+
+### Improvements
+
+- **Video**: Removed InternVideo2; vLLM 0.14.1, FFmpeg 8.0.1


vLLM version is 0.15.1.

lbliii and others added 30 commits September 22, 2025 13:56

text curation updates

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Signed-off-by: Lawrence Lane <llane@nvidia.com>

concepts

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Signed-off-by: Lawrence Lane <llane@nvidia.com>

Merge branch 'main' into llane/text-curation-updates

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remove synthetic docs not for this release

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Signed-off-by: Lawrence Lane <llane@nvidia.com>

updates

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text concepts and getting started changes

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Signed-off-by: Lawrence Lane <llane@nvidia.com>

links, concepts

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Signed-off-by: Lawrence Lane <llane@nvidia.com>

crosslinks

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quality assessment updates

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more cleanup

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semdedup

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example import cleanup

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concepts

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Merge branch 'main' into llane/text-curation-updates

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Merge branch 'main' into llane/text-curation-updates

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Update docs/about/concepts/text/data-acquisition-concepts.md

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Co-authored-by: Praateek Mahajan <praateekmahajan@users.noreply.github.com> Signed-off-by: L.B. <llane@nvidia.com>

feedback batch 1

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feedback batch 2

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file_paths="/path/to/jsonl_directory",

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revert removal of xenna for common crawl executors

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Merge branch 'main' into llane/text-curation-updates

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quickstart installation steps

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Signed-off-by: Lawrence Lane <llane@nvidia.com>

Update docs/about/concepts/text/data-acquisition-concepts.md

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Co-authored-by: Sarah Yurick <53962159+sarahyurick@users.noreply.github.com> Signed-off-by: L.B. <llane@nvidia.com>

data loading concepts updates / simplification

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Signed-off-by: Lawrence Lane <llane@nvidia.com>

Merge branch 'main' into llane/text-curation-updates

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data processing feedback

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read-existing pg updates

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add-id updates

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dedup updates

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feedback

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SwekeR-463 and others added 9 commits February 12, 2026 10:59

[benchmarking] Updates Slack sink to address table size limitation (N…

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…VIDIA-NeMo#1480)

Merge branch 'main' of https://github.com/lbliii/NeMo-Curator

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lbliii force-pushed the llane/release-notes-26.02-audit-fixes branch from 1a65eba to 488c3d3 Compare February 18, 2026 18:05

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Merge branch 'llane/release-notes-26.02-audit-fixes' of https://githu…

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…b.com/lbliii/NeMo-Curator into llane/release-notes-26.02-audit-fixes

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		### Improvements

		- Video: Removed InternVideo2; vLLM 0.14.1, FFmpeg 8.0.1

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