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Paper Citation Record · LEDGER

SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2410.15526.

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

pith.paper-citation-record.v1
2410.15526 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-09T09:15:12.214083Z

measured 1 of 1 external citation measurements

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

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation bbe05e09-f3fc-4f0d-8512-d8f595ae6e4f · inbound

SCAPE: Accurate and Efficient LLM Training with Extreme Sparse Communication cites this paper.

SCAPE: Accurate and Efficient LLM Training with Extreme Sparse Communication SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-07-03T17:58:46.655551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-03T17:56:52.510949Z digest=sha256:29e5973ef63c3e620e031ce342b5d8b470d3d86e0f24db2e0bde198d86ab27ba

Observation 14715872-799e-4a17-9d7f-200112564f06 · inbound

GIFT: Geometry-Informed Low-precision Gradient Communication for LLM Pretraining cites this paper.

GIFT: Geometry-Informed Low-precision Gradient Communication for LLM Pretraining SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-07-09T09:16:06.535859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-09T09:15:12.214083Z digest=sha256:c3caadeef81e34fdc9ee0f5b4d4d3cee8a32dcc30187de5fbd99ccf2703ce2b0