Datasets:
File size: 3,381 Bytes
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Copyright 2026 Mingyang Song, Mao Zheng
This product includes software developed by the RAZOR authors, licensed under
the Apache License, Version 2.0 (see LICENSE).
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Third-party software
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REAP (vendored under third_party/reap/)
Licensed under the Apache License, Version 2.0.
Copyright Cerebras Systems.
Upstream: https://github.com/CerebrasResearch/reap
Snapshot: 1970473c51ca3caeb98c10392f15b3a08a672974
Full license text: third_party/reap/LICENSE
Upstream README: third_party/reap/README-upstream.md
Included unchanged as a reference implementation; only a source subset is
vendored and the Python package does not import or distribute it.
REAM
NOT vendored in this repository. REAM is distributed by Samsung under the
MIT License. If you wish to compare against it, install it separately from
its upstream source.
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Dataset attribution (data/)
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RazorCal records remain subject to their applicable upstream terms. The
following attribution is retained from the recorded source information;
record-level provenance and license applicability are not fully established
for this release. See data/LICENSE-DATA and data/FIDELITY_AUDIT.md.
Recorded upstream attribution:
Nemotron-Post-Training-Dataset-v1 / v2 / v3 (NVIDIA)
CC-BY-4.0 https://creativecommons.org/licenses/by/4.0/
Verify the applicable source release and slice.
Nemotron-SFT-OpenCode-V1 (NVIDIA)
CC-BY-4.0
Domain: general coding
smoltalk2 (HuggingFaceTB)
ODC-BY-1.0 https://opendatacommons.org/licenses/by/1-0/
plus the licenses of its own upstream slices
Includes the recorded OpenHermes-2.5 attribution.
OpenHermes-2.5 (Teknium)
See the collection's individual source licenses.
Domain: world knowledge
tulu-3-sft-personas-instruction-following (Allen AI)
ODC-BY-1.0
Mapping to included records is not established here.
Dolci-Precise-IF / Dolci-Python-Algorithms
Recorded source labels for instruction-following and coding records.
Exact source releases and terms remain to be verified.
Nemotron-Cascade-2-SFT-Data / math (NVIDIA)
CC-BY-4.0 was recorded. Source of the 160 records labeled
nemotron-cascade2-math. The math slice was taken whole rather than
sampled per record, so mapping to individual upstream records is not
established. See data/README.md for the source-label inventory.
The sub_source field retains recorded attribution, not proof of complete
record-level provenance. See data/FIDELITY_AUDIT.md for the current status.
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Models
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Base-model weights are not redistributed here. Obtain them from their
respective providers under their own licenses.
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