Atlas
Independent Evals and Benchmarks for GenAI models
Atlas launched on May 15, 2025 with 9 votes, #2,448 of 7,905 launches that month and more than 50% of that year's launches. The site was still online in September 2026, 1 year on.
What it does
Atlas, by LayerLens, is a community resource intended to provide insights about the performance of the top AI models through evals on benchmarks such as MATH, HumanEval, and MMLU. We are data-first, and provide a full suite of analytics for our benchmarks.
Independent, transparent evaluation of frontier AI models. Prompt-level results, agentic benchmarks, and audit-ready comparisons across vendors.
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Embedding Atlas2025 · apple.github.io · ▲150Hey HN, we're happy to release Mycelium, a JavaScript library for creating graph visualizations of machine learning models or any other directed acyclic graphs. Mycelium powers the graph viewer of the Talaria [0] a research model visualization and optimization system, which was used to optimize the efficiency of Apple Foundation Models [1]. Everything works entirely on the client-side in the browser — we provide a rudimentary ONNX loader out of the box, which you can try by dragging model files into our website. It is also simple to define loaders for your own model formats. The library was…

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