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v0.64.7 1.11.1

medium risk

roboflow/rf-detrSep 29, 2026 → Sep 30, 20261 day between releases

What's New

Correctness patch fixes LoRA loading, TensorRT validation, and Crowd mAP evaluation with API rename

Breaking Changes

  • RFDETRModelModule.clip_gradients renamed to configure_gradient_clipping
  • TRTInference raises ValueError for invalid inputs instead of returning wrong detections
  • TensorRTExporter.build_engine raises ValueError for dynamic_batch=True without proper config
  • RFDETR.from_checkpoint() raises ValueError instead of KeyError for missing args
  • Loading backbone_lora=True checkpoint now errors instead of silently failing

New Features

  • New overridable classmethod Exporter.check_dependencies
  • New decode_pil_image and decode_pil_image_bytes utilities
  • New CrowdRegion and crowd_regions_from_coco evaluation support
  • New resize_masks_nearest utility
  • New rfdetr.utilities.package module with is_installed function

Improvements

  • API renamed from clip_gradients to configure_gradient_clipping
  • LoRA backbone checkpoint loading now correctly restores weights instead of random init
  • TensorRT inference now explicitly validates inputs to prevent silent errors

Bug Fixes

  • LoRA backbone checkpoints now load correctly instead of silently using random initialization
  • TensorRT inference now fails explicitly on invalid inputs (device/dtype/non-contiguous)
  • Crowd-region mAP evaluation now matches standard pycocotools behavior

Upgrade Notes

Most users need no action as 4 breaking changes only surface existing silent errors. Update code calling `RFDETRModelModule.clip_gradients` to `configure_gradient_clipping` or rely on the automatic migration guide.

The Two Releases

v0.64.7

OpenHuman v0.64.7

Sep 29, 2026· 23 days ago

An intelligence upgrade focusing on task management, chat workflows, and developer foundations.

Full release notes
1.11.1

v1.11.1: Correctness Fixes for LoRA, TensorRT & Crowd mAP

Sep 30, 2026· 22 days ago

A correctness patch addressing silent bugs in LoRA loading, TensorRT validation, and Crowd mAP evaluation, alongside a minor API rename.

Full release notes