Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
LoCo: Low-Bit Communication Adaptor for Large-scale Model Training
As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2407.04480.
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 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T15:50:24.335113Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
1
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 770af79a-1280-4f19-9b18-16f11a657b15 · inbound
Optimization Hyper-parameter Laws for Large Language Models cites this paper.
Optimization Hyper-parameter Laws for Large Language Models LoCo: Low-Bit Communication Adaptor for Large-scale Model Training
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T20:45:48.976479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b532440f-c87c-43b1-9ed8-218200bdd7f0 · inbound
Memory-Efficient 4-bit Preconditioned Stochastic Optimization cites this paper.
Memory-Efficient 4-bit Preconditioned Stochastic Optimization LoCo: Low-Bit Communication Adaptor for Large-scale Model Training
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T15:50:24.335113Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0223999c-3059-413c-9253-5e6703b9c96a · inbound
GIFT: Geometry-Informed Low-precision Gradient Communication for LLM Pretraining cites this paper.
GIFT: Geometry-Informed Low-precision Gradient Communication for LLM Pretraining LoCo: Low-Bit Communication Adaptor for Large-scale Model Training
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T09:16:06.532939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.