Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
u-$\mu$P: The Unit-Scaled Maximal Update Parametrization
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2407.17465.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T01:03:53.023768Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-18T10:02:31.731647Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 121e8797-2caf-4cb6-9959-b24eda427fd7 · inbound
Towards Precise Scaling Laws for Video Diffusion Transformers cites this paper.
Towards Precise Scaling Laws for Video Diffusion Transformers u-$\mu$P: The Unit-Scaled Maximal Update Parametrization
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T12:58:57.081120Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 393410a7-6a3e-45fa-83a7-61f8d1498827 · inbound
Practical Efficiency of Muon for Pretraining cites this paper.
Practical Efficiency of Muon for Pretraining u-$\mu$P: The Unit-Scaled Maximal Update Parametrization
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T01:03:53.023768Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3f8b846-6e14-4517-be05-f687fba975d8 · inbound
Optimal Embedding Learning Rate in LLMs: The Effect of Vocabulary Size cites this paper.
Optimal Embedding Learning Rate in LLMs: The Effect of Vocabulary Size u-$\mu$P: The Unit-Scaled Maximal Update Parametrization
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:54:42.444889Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8ce8386-332b-4824-a827-d4101c1410d5 · inbound
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention cites this paper.
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention u-$\mu$P: The Unit-Scaled Maximal Update Parametrization
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:02:31.733884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0e7143be-abcd-479d-a343-a5401669593c · inbound
Hyperball May Not Be a Free Lunch cites this paper.
Hyperball May Not Be a Free Lunch u-$\mu$P: The Unit-Scaled Maximal Update Parametrization
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T04:48:12.346022Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.