Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo
As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.09799.
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 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T04:44:55.124746Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z
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 765a78bc-e74b-4f82-8c6b-cefcc58c91b1 · inbound
LoRDO: Distributed Low-Rank Optimization with Infrequent Communication cites this paper.
LoRDO: Distributed Low-Rank Optimization with Infrequent Communication Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:44:55.124746Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb106583-4e2a-4ae2-b1b4-e15b21b4b1ee · inbound
Outer-Momentum Restarting in High-Dimensional Two-Phase Optimization cites this paper.
Outer-Momentum Restarting in High-Dimensional Two-Phase Optimization Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T13:33:27.503188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9cba3c9d-1afb-4bc0-b6a3-a72792f25c6f · inbound
Does Distributed Training Undermine Compute Governance? cites this paper.
Does Distributed Training Undermine Compute Governance? Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T19:06:03.317541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9d4c4883-2ef4-42c6-94d2-3dc86aade6e1 · inbound
Echelon: Auditable Aggregate-Only Language-Model Adaptation Across Privacy Boundaries cites this paper.
Echelon: Auditable Aggregate-Only Language-Model Adaptation Across Privacy Boundaries Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T00:06:23.691305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6811ed37-4c4c-4afc-a87e-a9ada013e3fe · inbound
What's in a Smoothness Constant? Tighter Rates for Local SGD with Bounded Second-order Heterogeneity cites this paper.
What's in a Smoothness Constant? Tighter Rates for Local SGD with Bounded Second-order Heterogeneity Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T01:23:35.023489Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.