Home▸Computer Science▸LLM Evaluation Pipeline: Continuous Testing & Regression Gate Simulator

🧪 LLM Evaluation Pipeline: Continuous Testing & Regression Gate Simulator

Watch test cases flow from a golden dataset through a model, a metric gate and a canary split. Tune golden-set size, injected regression severity, pass threshold and canary traffic to see how an evaluation pipeline catches bad releases.

Computer Science3DModerate60 FPS

Details

CategoryComputer Science

RenderingThree.js · WebGL

DifficultyModerate

Target FPS60

ControlsGolden-set size slider (20-200) sets how fast test cases spawn; pass threshold slider (0.10-0.90) raises or lowers the metric gate; regression severity slider (0-100%) shifts and widens the model's score distribution to simulate a worse build; canary traffic slider (0-50%) sets the fraction of passing cases routed to the canary ring instead of production.

Three.jsLLM evaluationContinuous testingRegression testingInstancedMesh

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⚙ Under the hood

Three.jsLLM evaluationContinuous testingRegression testingInstancedMesh

3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install