Publishers

Reference distillations and the cross-vendor benchmark methodology that powers the platform.

TensorRT-LLM and Isaac/Cosmos-tuned releases for the Jetson Orin and Thor families.

Hexagon NPU + Snapdragon model catalog. SDK-aligned releases for QCS, RB and Snapdragon NPU targets.

Edge-AI silicon vendor publishing optimized model variants for Hailo-8 and Hailo-10H.

Coral Edge TPU model garden + MediaPipe & MoveNet maintainers.

CVflow-targeted vision models for the CV5 / CV72 silicon.

MobileCLIP family + Core ML reference distillations for the Neural Engine.

L3+ highway autonomy stack. Publishes our chip-selection benchmarks for Tier-1 customers under Apache-2.0.

PCB & wafer inspection. Open-source release of FP16-stable defect-segmentation variants.

Florence-2 maintainers; Azure Percept-aligned releases.

Warehouse VLA stack; ~2,400 robots in production across 9 SKUs running our published policies.

Embedded ASR + sensor-AI specialists; authors of Moonshine.

YOLO maintainers; the canonical source of YOLO26 and YOLO27 weights.

Volunteer benchmark contributors. Authors of the community methodology v0.4.

Edge-specific HF org. Distillations + ONNX/TFLite mirrors of popular checkpoints.

MMPose, MMDetection — the reference toolchains.

Aggregated community-published checkpoints.

FAIR sub-team focused on edge-deployable vision and world models.

Intel Intelligent Systems Lab — MiDaS, OneFormer, and depth research.

Baidu PaddlePaddle org. PaddleOCR and edge OCR specialists.

RT-2 mobile distillations; Gemini Edge research releases.

Face recognition / re-identification reference implementations.

Tencent Applied Research Center — open-vocabulary detection.

RT-DETR family — real-time transformer detectors.

Stanford Intelligent and Interactive Systems lab. Authors of OpenVLA.

Community fork — quantized Whisper distillations targeted at embedded NPUs.

Huazhong Univ. of Sci. & Tech — ByteTrack, multi-object tracking work.

Document layout & VLM research, with edge-friendly distillations.

Chinese Academy of Sciences automation institute; FastSAM authors.

VLA research lab. Maintains an OSS distillation branch of π0.

KAIST CV lab; OSNet and re-ID research.

Quantization specialist, ex-Hailo. Posts INT4 mixed-precision recipes.

Ex-FAIR depth & VLA researcher. Now publishing distilled mobile variants.