v1.7.3
rohitg00/agentmemoryv1.7.3Oct 2, 2026by PawelPeczek-Roboflow
Upgrading?
AI Summary
This release significantly optimizes RF-DETR performance on Macs and introduces new embedding extraction capabilities for classifiers, alongside the addition of Claude Sonnet 5.5 and GPT-6.1 Sol models.
Key Highlights
- RF-DETR Nano performance improved from 72ms to 16ms on Macs using native Core ML.
- New `roboflow_core/embedding_model@v1` allows extracting feature vectors from existing classifiers without retraining.
- Added Claude Sonnet 5.5 and GPT-6.1 Sol models with variable reasoning effort.
- Fixed CLIP token limit issues and RF-DETR size mismatch errors.
- Fixed webcam FPS issues and Jetson container compatibility.
New Features
- RF-DETR Mac optimization (Nano 10ms, Large 19ms vs 49/200ms on CPU).
- Embedding extraction for ResNet, ViT, and DINOv3.
- Claude Sonnet 5.5 and GPT-6.1 Sol support.
- Execution Engine v1.16.1 with dependency preloading.
Full Release Notes
# 🚀 Added ## 🍎 RF-DETR finally feels at home on a Mac Until now, RF-DETR on a Mac ran *slower* on Core ML than on plain CPU: ONNX Runtime picked the legacy Core ML format, which can't do LayerNorm or GELU, and chopped the graph into ~100 pieces. Two fixes. ONNX models now ask for an ML Program, so RF-DETR Nano goes from 72 ms to 16 ms end to end. And when a model has a native Core ML package (Roboflow Train has built one for every RF-DETR since July 2025), `AutoModel` runs it directly: Nano 10 ms, Large 19 ms, versus 49 / 200 ms on CPU, with COCO AP within 0.01. Author's numbers, M4 Max. Oversized models are now rejected *before* the expensive compile, not after (@yeldarby, https://github.com/roboflow/inference/pull/3082, https://github.com/roboflow/inference/pull/3085; @dkosowski87, https://github.com/roboflow/inference/pull/3100). ## 🧬 Your classifier already knows what "normal" looks like New `roboflow_core/embedding_model@v1` pulls the feature vector (or raw logits) out of a classifier you already trained: ResNet, ViT or DINOv3, plus the pretrained ResNet aliases. No retraining. Plug the output straight into Cosine Similarity for novelty detection or "find me more like this". Also available as `POST /infer/embeddings` and in the SDK (@yeldarby, https://github.com/roboflow/inference/pull/3095). ## 🧠 Two more brains Claude Sonnet 5.5 in `anthropic_claude@v5` and GPT-6.1 Sol in `open_ai@v7`, with `low` to `max` reasoning effort (@SkalskiP https://github.com/roboflow/inference/pull/3076, https://github.com/roboflow/inference/pull/3081). # 🔧 Fixed - **A long CLIP prompt is your problem now, not ours** — text past CLIP's 77 tokens returns 400 instead of 500, on both model backends and in the CLIP Workflow blocks (@PawelPeczek-Roboflow, https://github.com/roboflow/inference/pull/3084). - **RF-DETR trusts the model over the paperwork** — some packages said 640×640 while the ONNX file wanted 384×384, so every call failed. The loader now believes the weights (@yeldarby, https://github.com/roboflow/inference/pull/3089). - **Your webcam does 30 FPS again** — `fourcc` is applied before `fps`, so a Logitech C920 at 1080p switches to MJPG instead of crawling at 5 FPS in YUYV (@ColePBryan, https://github.com/roboflow/inference/pull/3105). - **RF-DETR works on a read-only Jetson 6.2 container** — Triton's kernel cache now goes to `/tmp`, as on JetPack 7.2 (@JeremyGracey-AI, https://github.com/roboflow/inference/pull/3072). - **The community forum link goes to the community forum** (@pratikgx, https://github.com/roboflow/inference/pull/3096). # ⚙️ Execution Engine `v1.16.1` `1.16.0` → `1.16.1`: dependency preloading tells classification, feature-vector and logits uses of the same model apart. Existing workflows need no migration. Details in [`workflows/CHANGELOG.md`](https://github.com/roboflow/inference/blob/v1.7.3/workflows/CHANGELOG.md). # 🚧 Maintenance - **Versions** — `inference` `1.7.3`, `inference-models` `0.39.1`, `roboflow-workflows` `0.2.4`, `streamvision` `0.1.0` (@grzegorz-roboflow, https://github.com/roboflow/inference/pull/3114). - **supervision 0.30.6** — results stay the same, with two small exceptions: Time in Zone can flip for an anchor within 1 px of a zone edge, and Detections Stitch with NMM is slower on large frames in NumPy mode (@grzegorz-roboflow, https://github.com/roboflow/inference/pull/3079). - **Security refresh** — Python and npm dependency patches (https://github.com/roboflow/inference/pull/3111, https://github.com/roboflow/inference/pull/3108). - **CI** — automated PR review runs on Claude Opus 5.5 (https://github.com/roboflow/inference/pull/3107), the fast-track lane dropped a dormant suite (https://github.com/roboflow/inference/pull/3077), integration tests cache their assets (@ecarrara, https://github.com/roboflow/inference/pull/3104), linters are happy (https://github.com/roboflow/inference/pull/3070). - **Docs site analytics** move off Segment (@franklin-robo, https://github.com/roboflow/inference/pull/3071). ## New Contributors * @franklin-robo made their first contribution in https://github.com/roboflow/inference/pull/3071 * @pratikgx made their first contribution in https://github.com/roboflow/inference/pull/3096 * @JeremyGracey-AI made their first contribution in https://github.com/roboflow/inference/pull/3072 * @ColePBryan made their first contribution in https://github.com/roboflow/inference/pull/3105 **Full Changelog**: https://github.com/roboflow/inference/compare/v1.7.2...v1.7.3
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