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🏆 Notable contributions

Popular open-source repos they've shipped to (commits + PRs)

pytorch/pytorch⭐ 101.2K1 commits · 1 PRsultralytics/ultralytics⭐ 58.9K1 commits · 1 PRsopen-mmlab/mmdetection⭐ 32.8K153 commits · 131 PRssgl-project/sglang⭐ 29.8K1 commits · 1 PRsTencent/ncnn⭐ 23.4K2 commits · 2 PRsMegvii-BaseDetection/YOLOX⭐ 10.5K1 commits · 1 PRs

Score breakdown

Account maturity10.0 / 10
Original project quality14.2 / 18
Contribution quality27.5 / 27
Ecosystem / maintenance impact20.0 / 20
Community influence7.6 / 8
Activity authenticity12.9 / 17

🛠 Featured work

Their own popular and pinned repositories

nanodet⭐ 6.2K

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Python
EfficientNet-Lite⭐ 122

Pytorch implementation of EfficientNet-lite. ImageNet pre-trained models are provided.

Python
mobilenext⭐ 50

non-official PyTorch implementation of MobileNeXt from paper [Rethinking Bottleneck Structure for Efficient Mobile Network Design]

Python
llama.mmengine⭐ 40

Training LLaMA language model with MMEngine! It supports LoRA fine-tuning!

Python
mmdetection_test⭐ 4
Python
RangiLyu⭐ 2

🧬 Stack & domains

Top languages
Python97%
C++2%
Shell1%
Java0%
Dockerfile0%
CMake0%
Domains
deep-neural-networkspytorchanchor-freeandroiddeep-learningefficientnetmnnmodel-zoonanodetnanodet-plusncnnobject-detection

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🔥 Full roast

🔥 Registered 11 years ago and grinding in silence, his original nanodet racked up 6227 stars, he pushed over 300 PRs for the entire InternLM stack, even delivered 131 core code contributions to mmdetect