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Download validation/paper2/B1_ENTROPY.json from piotrwilam/AtlasOpenCoder: direct link, hf CLI and curl.
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https://huggingface.co/datasets/piotrwilam/AtlasOpenCoder/resolve/main/validation/paper2/B1_ENTROPY.json
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hf download hf://datasets/piotrwilam/AtlasOpenCoder/validation/paper2/B1_ENTROPY.json
-
curl -L -o B1_ENTROPY.json https://huggingface.co/datasets/piotrwilam/AtlasOpenCoder/resolve/main/validation/paper2/B1_ENTROPY.json
19.5 kB
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"model_loss_governed_last_median_nats": 2.515504747851648,
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"reading": "the model's governed loss starts at about the generator's marginal entropy and ends well below it, so the marginal is an UPPER BOUND on the floor and not the floor: at a dependent position the prompt has already bound the name, so the conditional entropy of a correct use is near zero. \u00a75 must not quote this number as 'the dependent floor'. What it does establish is that the model is still far above the true floor at dependent positions, unlike the forced ones which sit at theirs -- so learning has not finished where the construct governs, only where it forces."
},
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],
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"code_commit": "3325b25",
"design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026"
}
}
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