rf-detr Releases

Sep 7, 2026

A performance-focused release reducing training time by 44% (55 minutes to 31 minutes) and improving inference speed, accompanied by several default value changes.

Sep 4, 2026

A maintenance release focusing on export and augmentation correctness. It fixes seven bugs including background logit slot assumptions, keypoint flip handling, Albumentations configurations, and TFLite export failures.

Aug 24, 2026

This is the first versioned release of NeMo-Speech.cpp, introducing a comprehensive suite of speech processing tools including recognition, diarization, and synthesis capabilities.

Aug 19, 2026

A maintenance release improving inference speed and fixing evaluation/export bugs. It addresses CUDA sync blocking, YOLO test split evaluation, multi-label detection export, and auto-batch memory estimation.

Aug 17, 2026

A fix-and-performance release introducing a breaking change for hierarchical COCO datasets. It significantly speeds up the HungarianMatcher and restores callback state during training resume.

Aug 11, 2026

A maintenance release optimizing inference and export correctness. It improves segmentation post-processing speed, reduces mask upsampling overhead, and aligns export resize behavior with training.

Aug 4, 2026

A major release introducing configurable training and new export formats. It adds ExecuTorch and CoreML support, pluggable optimizers, and multi-GPU keypoint training capabilities.

Jul 29, 2026

This release focuses on performance optimizations, security enhancements, and stability improvements across Rust and Go components, including volume servers, filers, and S3 APIs. It introduces new authentication methods and updates various dependencies.

Jul 10, 2026

This release focuses on Erasure Coding (EC) scrubbing correctness and Rust volume server parity. It also introduces significant updates to the S3 API, Kubernetes/Helm configurations, and administrative tools.

Jul 6, 2026

A patch release adding in-place inference optimization and fixing keypoint and box correctness issues. It restores loss coefficient defaults and introduces a memory-efficient inference path.

Jun 29, 2026

This release focuses on performance and stability in the Rust volume server, featuring stream copying to reduce memory usage and crash-safe tier-down operations. It also adds Prometheus metrics for EC rebuilds and improves routing for volume readonly status.

Jun 29, 2026

A feature release adding YOLO pose support and changing the default keypoint schema to active-first. It introduces `amp_dtype` control and unblocks TensorRT export.

Jun 26, 2026

This release significantly expands S3 API capabilities with full support for Iceberg tables, including views and multi-table transactions, alongside various security and IAM enhancements. It also includes stability fixes for FUSE mounts and S3 object handling.

Jun 25, 2026

This release focuses on FUSE mount stability and performance, introducing fixes for deadlocks and concurrent writeback patterns. It also adds Prometheus metrics for replication and volume creation operations.

Jun 22, 2026

A stability patch release fixing compatibility crashes and improving training visibility. It resolves NumPy 2.0 and Albumentations 2.x conflicts and restores metric table visibility.

Jun 19, 2026

The Keypoint Detection release introducing `RFDETRKeypointPreview`. It adds gradient accumulation support, local Roboflow bundle export, and removes deprecated export flags.

Jun 16, 2026

This release introduces the Cerebras LLM provider, enhances speech capabilities with STT and TTS support, and improves web scraping by converting content to Markdown. It also overhauls the agent summarization tool and changes tool calling behavior to be opt-out by default for better performance.

Jun 9, 2026

A focused stability patch fixing common crashes. It resolves BF16 mixed-precision training failures, official checkpoint loading issues, and NumPy 2.x import errors.

May 28, 2026

This release focuses on enhancing the agent experience with a hybrid Model Router, automated Scheduled Jobs, and Automatic Memories for personalization.

May 26, 2026