feat: add GEditBench benchmark with task type subsets#518
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davidberenstein1957 wants to merge 10 commits intomainfrom
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feat: add GEditBench benchmark with task type subsets#518davidberenstein1957 wants to merge 10 commits intomainfrom
davidberenstein1957 wants to merge 10 commits intomainfrom
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…mpts benchmark - Introduced `from_benchmark` method in `PrunaDataModule` to create instances from benchmark classes. - Added `Benchmark`, `BenchmarkEntry`, and `BenchmarkRegistry` classes for managing benchmarks. - Implemented `PartiPrompts` benchmark for text-to-image generation with various categories and challenges. - Created utility function `benchmark_to_datasets` to convert benchmarks into datasets compatible with `PrunaDataModule`. - Added integration tests for benchmark functionality and data module interactions.
…filtering - Remove heavy benchmark abstraction (Benchmark class, registry, adapter, 24 subclasses) - Extend setup_parti_prompts_dataset with category and num_samples params - Add BenchmarkInfo dataclass for metadata (metrics, description, subsets) - Switch PartiPrompts to prompt_with_auxiliaries_collate to preserve Category/Challenge - Merge tests into test_datamodule.py Reduces 964 lines to 128 lines (87% reduction) Co-authored-by: Cursor <cursoragent@cursor.com>
Document all dataclass fields per Numpydoc PR01 with summary on new line per GL01. Co-authored-by: Cursor <cursoragent@cursor.com>
- Add list_benchmarks() to filter benchmarks by task type - Add get_benchmark_info() to retrieve benchmark metadata - Add COCO, ImageNet, WikiText to benchmark_info registry Co-authored-by: Cursor <cursoragent@cursor.com>
Update benchmark metrics to match registered names: - clip -> clip_score - clip_iqa -> clipiqa - Remove unimplemented top5_accuracy Co-authored-by: Cursor <cursoragent@cursor.com>
Closes #510 - Add setup_imgedit_dataset in datasets/prompt.py - Support subset filter (replace, add, remove, adjust, extract, style, background, compose) - Fetch instructions and judge prompts from GitHub (PKU-YuanGroup/ImgEdit) - Register ImgEdit in base_datasets - Add BenchmarkInfo entry with accuracy metric, task_type image_edit - Add test for loading with subset filter Co-authored-by: Cursor <cursoragent@cursor.com>
Closes #511 - Add setup_gedit_dataset in datasets/prompt.py - Support subset filter (11 task types including background_change, color_alter, etc.) - Fetch data from HuggingFace (stepfun-ai/GEdit-Bench), filter English only - Register GEditBench in base_datasets - Add BenchmarkInfo entry with accuracy metric, task_type image_edit - Add test for loading with subset filter Co-authored-by: Cursor <cursoragent@cursor.com>
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… linting - Rename subset parameter to category in setup_gedit_dataset - Add empty dataset guard before ds.select([0]) - Fix line too long (E501) and trailing newline (W391) issues - Update tests to use category parameter Co-authored-by: Cursor <cursoragent@cursor.com>
- Rename subset to category in setup_imgedit_dataset for API consistency - Add empty dataset guard to setup_imgedit_dataset - Add empty dataset guard to setup_parti_prompts_dataset Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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This PR has been inactive for 10 days and is now marked as stale. |
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Closes #511
Summary
Usage
Test plan
PrunaDataModule.from_string("GEditBench")works