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Jev Ultrafast (Browser Use)
Browser Use's fast browser agent where Jev picks the operation and the DOM element in a single request; a small LLM is only invoked to write text when typing is required. Demoed on a Google Flights search.
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SetFit: efficient few-shot text classification
Fine-tunes Sentence Transformer embeddings plus a lightweight head for high-accuracy classification from a handful of labeled examples, with no prompting. The standard cheap alternative to an LLM classification call when the label set is fixed. Star count is GitHub's rounded display figure.
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ModernBERT
Modernized BERT encoder used as the backbone for fast fine-tuned classifiers and rerankers. The non-generative baseline Jev's cost and latency claims are usually measured against. Star count is GitHub's rounded display figure.
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typesafe-mario
Agent that plays Super Mario Bros. by feeding structured emulator state to Jev and acting on the returned controller action.
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typesafe-computer-use
macOS computer-use loop that OCRs the screen, classifies the next action with Jev, then clicks. Author reports roughly $0.0002 per step.
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hr98w/jev-visual
Educational Jev-like visual inference on Apple Silicon: Qwen3.5-0.8B under MLX answers several questions about one image by reusing shared multimodal context and scoring candidates from logits. Ships a browser UI, CLI, HTTP API and sorting-factory, Breakout and camera-gesture demos.