Release v1.4.3: OP Doc Enhancement; Optimized Auto Parallelism; Optimized Sandbox

Major Updates

• 🤝 OP Document Updates: Optimized multi-version docs; Doc strings are rewritten and enhanced by qwen-max. #755 #765 #768 #769 #787
• 💪🏻 Auto Parallelism Optimization: support cpu/gpu/mem requirement specification for each OP; optimize calculate_np for ray mode. #679 #774 #782 #786
• 🛠️ Sandbox Optimization: support iterative pipelines and early-stop targets; refactor the context infos; a new example on auto prompt optimization and several related hooks are added. #757
• 📈 Upgrade spacy from 3.8.0 to 3.8.7 due to the previous one is yanked. #763

New OPs

• image_detection_yolo_mapper: perform object detection (with YOLO) on images and return the bounding box values and class labels. #764
• optimize_prompt_mapper: optimize prompts based on the existing ones. #757

Enhancements

• Support shard_size and extra args for write methods in export_extra_args for RayExporter. #739
• Support min/max_closed_interval args to control filtering with open/closed intervals and reversed_range arg to allow keeping samples outside a specified range for Filters. #741
• Support API models for existing optimize_qa_mapper. #771

Fixed Bugs

• Fix and re-enable the disabled op_list_to_trace argument. #766
• Add missing skip tag to several API-based test cases for forked repos. #767
• Limit the version of transformers to "<4.55.0" to avoid computing on None value. #781
• Fix out-of-date invoking methods in several tools. #785 (from issue #750)
• Fix 500 error in API service. #785 (from issue #777)
• Remove specified_xxx_filter from NON_STATS_FILTER. #785 (from issue #783)

Full Changelog: v1.4.2...v1.4.3