Paper Citation Record · LEDGER

SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2501.06842.

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

pith.paper-citation-record.v1
2501.06842 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:57:29.054680Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, 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
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9dd4f4fe-d38b-496a-ae49-bc58b853c8da · inbound

Taming LLMs by Scaling Learning Rates with Gradient Grouping cites this paper.

Taming LLMs by Scaling Learning Rates with Gradient Grouping SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:57:29.054680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88aff18f-3fb0-4d42-b513-6972e031ff0f · 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 SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:02:31.706582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cb4c1e75-8bd1-4095-a23b-33c6a4a331f0 · inbound

Outer-Momentum Restarting in High-Dimensional Two-Phase Optimization cites this paper.

Outer-Momentum Restarting in High-Dimensional Two-Phase Optimization SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:33:27.482880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 370bfa9c-7043-4a08-bb00-64ca7f8869a3 · inbound

GNMR: Runtime Stability Control for Low-Precision Large Language Model Training cites this paper.

GNMR: Runtime Stability Control for Low-Precision Large Language Model Training SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:42:36.041345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d04822fe-55fd-4371-ac52-630c8a8d4ff8 · inbound

Breaking the Bubble: Asynchronous Pipeline Parallel Training with Bounded Weight Inconsistency cites this paper.

Breaking the Bubble: Asynchronous Pipeline Parallel Training with Bounded Weight Inconsistency SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:57:09.428053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 50a9ee20-f3cc-49f8-a85e-16d0ea4db269 · inbound

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers cites this paper.

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-11T22:10:49.683444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f9ea50e-b373-4d72-a6c1-450050224f1a · inbound

One QK Channel, Many Sources: Guarding Low-Precision Attention Collapse cites this paper.

One QK Channel, Many Sources: Guarding Low-Precision Attention Collapse SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T15:20:16.121997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.