datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
quantization-as-a-transfer-constraint
Quantization as a Transfer Constraint: Zero-Shot Learning-Rate Transfer Survives Low Precision, but muP's Stability Margin Collapses
Author: Shubhankar Kahali - Trumbo Labs, Inc - shubhankar@trumbo.dev
License: CC BY 4.0
Paper: paper/quant_transfer_arxiv.pdf
Abstract
Maximal update parametrization (muP) licenses zero-shot hyperparameter transfer in exact arithmetic, but low-precision training perturbs precisely the coordinate magnitudes muP is designed to keep… See the full description on the dataset page: https://huggingface.co/datasets/xedro98/quantization-as-a-transfer-constraint.repro-stage-bo-adaptive-epsilon-constraint-decomposition-traces
Agent traces
Agent sessions published from a Trackio Logbook.
constraint_judgementconstraint-carrier-traces
constraint-carrier — traces & activations
Residual-stream captures, carrier-strength measurements, generated artifacts, and deterministic grades for the omission/commission constraint-decay study.
Layout (one subdirectory per model)
Qwen__Qwen3-0.6B/ traces.jsonl + activations.npz (Apple MPS, float32 pilot)
Qwen__Qwen3-1.7B/ traces.jsonl + activations.npz (RTX 5080, bf16 full pilot)
Qwen__Qwen3-4B/ traces.jsonl + activations.npz (RTX 5080, bf16 full… See the full description on the dataset page: https://huggingface.co/datasets/drlee1/constraint-carrier-traces.IF_multi_constraints_upto5_filtered_dpo_0625_filterIF_multi_constraints_upto5_filtered_sft_0625_filterno-constraint-effect-scoreconstraint-effect-score