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Tardelli Stekel PRO

tardellirs
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https://stekel.ifsp.dev/

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upvoted an article about 2 hours ago
Tokenmaxxing BERT: 50x faster tokenization
upvoted an article about 2 hours ago
Welcome Le Chonk: Mistral Large 4 on Hugging Face
repliedto their post about 2 hours ago
I really like the LocalLLaMA/typed-decisions benchmark, so I built a small Space to make its leaderboard easier to explore: https://huggingface.co/spaces/tardellirs/typed-decisions-explorer It reads the dataset card on every visit, so new submissions show up as soon as they are merged. It has a sortable ranking and two Pareto charts: accuracy × size and accuracy × latency. A few things it makes easy to see in the zero-shot table today: - Only three models are within noise of the top: Quyet-1.0-Large (0.791), meraGPT Decider 1 and Baseten Mammoth 1 (0.768). - The smallest model above Jev 1.13 (0.727) is d3-mini, at 4B. - The fastest local run above Jev is FastBrain-9B: 50 ms on an RTX PRO 6000. - 15 of 41 models score above the teacher's self-agreement (0.735), so the top of the table measures agreement with the teacher more than correctness. Congrats to @codelion and @sandeep85, the maintainers, for a great benchmark. Feedback welcome!
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