I converted 126 tree models to ONNX by following the docs. Here is what changed.
I wanted to know how often the documented way of converting a tree model to ONNX produces a file that is not the same model. So I built the pairs th…
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Сканер prompt injection без PyTorch: как я продолжил заархивированный LLM Guard и научил его находить СНИЛС
Если ваш сервис отправляет текст пользователя в языковую модель, между ними почти наверняка нужен фильтр. На входе он ловит prompt injection («забуд…
What I Learned Quantizing DistilBERT to ONNX for Browser Inference
What I Learned Quantizing DistilBERT to ONNX for Browser Inference I built a support-ticket classifier — 77 banking intents, fine-tuned DistilBERT,…
Локальный ассистент для зумов, часть 3: кто это говорит — и почему я трижды ошибся, отвечая на этот вопрос
Обещал в прошлой части честный замер локальных моделей распознавания — выполнял целый день, и результат вышел самым обидным: менять нечего. А три де…
Running ML models in the browser with ONNX Runtime Web: a practical guide
FaceVision does face detection, recognition and liveness checks without sending a single frame to a server, because every model runs in the browser…
Upscaling guest photos with a local model instead of an API
I run Knipsmig , a QR-code photo sharing service for weddings and parties. Guests scan a code and upload straight from the phone, no app. Most of th…
EndoSeg: What We Built, What We Didn't, and Why the Overlay Lies a Little
EndoSeg was built for the Nebius Serverless AI Builders Challenge Nebius Serverless AI Builders Challenge nebius.com we had fine-tune an ovarian-les…
Classifying Environmental Sounds with CLAP and ONNX Runtime: A 1-NN Evaluation on ESC-50
Hello, everyone. When people hear an animal call or keyboard typing, they can infer something about the source and setting. If we turn those sounds…
Detecting Speaker Changes with Pyannote Segmentation 3.0 and ONNX Runtime
Hello, everyone. When listening to a conversation, we naturally keep track of who is speaking. A program has a harder job: beyond finding speech, it…
Extracting Speech Segments with Silero VAD and ONNX Runtime
Hello, everyone. Have you ever wanted to keep only the parts of a recording where someone is speaking? Finding silence before transcription can redu…
Engineering a Cross-Platform Face Recognition Pipeline with Anti-Spoofing
I recently went down a rabbit hole after hearing how a major bank’s ATM face scanners were defeated by a literal piece of printer paper. It’s a clas…
В 14 раз быстрее: как мы ускорили генерацию эмбеддингов в Manticore через ONNX
Когда мы выпустили Auto Embeddings — функцию автоматического преобразования текстов в векторные представления — без развёртывания отдель…