Paper Citation Record · LEDGER

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models

As of 8 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2508.18182.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.18182 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:36:50.562805Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:34:48.903774Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T16:34:48.928876Z

Reference resolution

12 of 12 outbound references displayed

verified exact2
verified fuzzy3
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a9cfdc2-1215-45c2-89a2-0b9529789fc4 · outbound

This paper cites Adaptive Sampling Strategies for Stochastic Optimization.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models Adaptive Sampling Strategies for Stochastic Optimization

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-05T16:36:50.830712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0dedbaec-4bce-41b4-bc00-a316b222f390 · outbound

This paper cites Byrd, Gillian M.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models Byrd, Gillian M

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:36:50.949350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d20fa830-0265-4a0b-8cef-3700bff4f7c1 · outbound

This paper cites DiLoCo: Distributed Low-Communication Training of Language Models.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models DiLoCo: Distributed Low-Communication Training of Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T16:36:50.502069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2240402-f84f-4bff-bf6b-e03ee30bc0a8 · outbound

This paper cites Adaptive subgradient methods for online learning and stochastic optimization.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models Adaptive subgradient methods for online learning and stochastic optimization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:36:50.919427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f3fb0a2d-5752-45f3-9c02-a9c011bdbc33 · outbound

This paper cites Communication-Efficient Adaptive Batch Size Strategies for Distributed Local Gradient Methods.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models Communication-Efficient Adaptive Batch Size Strategies for Distributed Local Gradient Methods

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-05T16:36:50.775729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d73c9710-d506-4114-b18f-8aad88581f0c · outbound

This paper cites AdAdaGrad: Adaptive Batch Size Schemes for Adaptive Gradient Methods.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models AdAdaGrad: Adaptive Batch Size Schemes for Adaptive Gradient Methods

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T16:36:50.522929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d83783d3-33d3-4d47-a3f5-abf2197918f1 · outbound

This paper cites Local SGD Converges Fast and Communicates Little.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models Local SGD Converges Fast and Communicates Little

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T16:36:50.529584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34121115-5456-4696-b72b-d4227cc888ed · outbound

This paper cites Microllama: A 300m-parameter language model trained from scratch.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models Microllama: A 300m-parameter language model trained from scratch

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:36:50.895404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation adfcd00d-5c64-48d2-aabc-d841230d7e95 · outbound

This paper cites write newline.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models write newline

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T16:36:50.540026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e49ff0ef-618d-4131-afdd-51cb07683ae7 · outbound

This paper cites @esa (Ref.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models @esa (Ref

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T16:36:50.548224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8ab24f6-bb8d-4714-b057-87857e9d4efd · outbound

This paper cites an unresolved cited work.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T16:36:50.556449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c0c3f3f-decd-42c1-9808-1e904f37d80c · outbound

This paper cites 7 x4f [ @w떆d bQ̪̺;Y̬7.

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models 7 x4f [ @w떆d bQ̪̺;Y̬7

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T16:36:50.562805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b6c6a4f1-e616-49e0-8f72-f3d0dca0b319 · inbound

What is digital about abstraction? cites this paper.

What is digital about abstraction? AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-05T16:34:48.933802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.