Nvingest curator tutorial #584
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Signed-off-by: Rucha Apte <[email protected]>
Signed-off-by: Rucha Apte <[email protected]>
Signed-off-by: Rucha Apte <[email protected]>
Signed-off-by: Rucha Apte <[email protected]>
Signed-off-by: Rucha Apte <[email protected]>
Signed-off-by: Rucha Apte <[email protected]>
Signed-off-by: Rucha Apte <[email protected]>
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ChrisJar
approved these changes
Mar 26, 2025
| 3. Using Ingestor interface to chain together an extraction task and a deduplication task to ingest PDF | ||
| - `extract` : Performs multimodal extractions from a document, including text, images, and tables. | ||
| - `dedup` : Identifies duplicate images in document that can be filtered to remove data redundancy. | ||
| - `filter` : Filters out images that are likely not useful using some heuristics, including size and aspect ratio. |
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I see that the ingest job in main.py has a caption task, it might be helpful to add information about that here
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Good find ! I will add the caption task potion to README and update
Co-authored-by: ChrisJar <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
sarahyurick
reviewed
Mar 26, 2025
tutorials/multimodal_dapt_curation/curator/configs/struct_semantic_dedupe_config.yaml
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If needed, could you add |
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
…ntic_dedupe_config.yaml Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
…ic_dedupe_config.yaml Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
…ntic_dedupe_config.yaml Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
…ic_dedupe_config.yaml Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
Co-authored-by: Sarah Yurick <[email protected]> Signed-off-by: Rucha Apte <[email protected]>
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Description
This tutorial is divided into two parts:
Part 1: Multimodal Extraction - guide to extracting various modalities (text, images, tables, etc.) from PDFs using NVIDIA's multimodal extraction (nv-ingest) framework.
Part 2: Data Curation for Domain-Adaptive Pre-Training (DAPT) - covers best practices for data curation in DAPT. This stage processes extracted text, tables, charts, and images using the curation pipeline.
Usage
Follow the README under ingest first and then curator folder for installation of pre-reqs
Checklist