AtomicChat/DeepSeek-V4.1-Flash-NVFP4-metrics
DeepSeek-V4.1-Flash-NVFP4 metrics Everything behind the numbers in AtomicChat/DeepSeek-V4.1-Flash-NVFP4-nvidia. logprobs/lp-<run>-<corpus>.npz: the raw top-512 log probabilities of every measurement run, 49,152 scored positions each: ref, ref-repeat, ref-r3, ref-b1 (batch size 1) for the original; flat, flat-r2, flat-r3 for the uncalibrated cast; nvidia, nvidia-r2, nvidia-r3 for the calibrated checkpoint. logs/kld-<run>-<corpus>.json: the KL lower bound per run against ref… See the full description on the dataset page: https://huggingface.co/datasets/AtomicChat/DeepSeek-V4.1-Flash-NVFP4-metrics.
dataset card: aggregate variants, cast check, corpora hashes
remove the superseded model-card copy; the model repo README is the card
two-level bootstrap (windows + runs); element-wise cast check script and report; corpora hashes
dataset card: describe logprobs/, kld json, aggregate, amax
KL recomputed with the lower-bound estimator on the common set of all 10 runs; aggregate over runs
repeat runs: ref-r3, ref-b1 (batch=1), flat-r2/r3, nvidia-r2/r3
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