{"as_of":"2026-08-08T05:50:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:914aa8d1ce707b14ce6ddfb72dfa8a1bdf54fd63682f865687e782c395864bf5","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":7,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":7,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":7,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":7,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T11:57:29.054680Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"arxiv_reference","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":0,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2501.06842","last_updated":"2025-02-28T15:15:31Z","snapshot_observed_at":"2026-08-03T19:24:54.593615Z","submitted_at":"2025-01-12T15:21:22Z","title":"SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.06842","snapshot_observed_at":"2026-08-07T11:57:29.054680Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.01049","last_updated":"2025-06-01T15:30:37Z","snapshot_observed_at":"2026-08-07T22:23:46.839915Z","submitted_at":"2025-06-01T15:30:37Z","title":"Taming LLMs by Scaling Learning Rates with Gradient Grouping","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-07T11:57:29.054680Z"},"links":{"cited_paper":"/paper/2501.06842","citing_paper":"/paper/2506.01049"},"observation_digest":"sha256:b7b81298647b18008c6a127ce16db9cc9ddf6651c490ca15e95d91ebaa0db459","observation_id":"9dd4f4fe-d38b-496a-ae49-bc58b853c8da","resolution":{"observed_at":"2026-08-07T11:57:29.054680Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.06842","last_updated":"2025-02-28T15:15:31Z","snapshot_observed_at":"2026-08-03T19:24:54.593615Z","submitted_at":"2025-01-12T15:21:22Z","title":"SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training","version":2},"cited_work":{"arxiv_id":"2501.06842","doi":"10.48550/arxiv.2501.06842","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.06842","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Spam: Spike- aware adam with momentum reset for stable llm training.arXiv preprint arXiv:2501.06842","venue":"TU/e Research Portal","work_id":"a6e8de5a-448e-4f96-9f47-63cd6fbe7450","year":2025},"citing_paper":{"arxiv_id":"2510.04212","last_updated":"2026-04-18T01:36:25Z","snapshot_observed_at":"2026-08-05T11:27:54.389799Z","submitted_at":"2025-10-05T14:01:24Z","title":"Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention","version":3},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-18T10:01:56.131253Z"},"links":{"cited_paper":"/paper/2501.06842","citing_paper":"/paper/2510.04212"},"observation_digest":"sha256:d27d1a2bbc626a524806a4a8947593e31c29d79171a4c84e3e1bed4577b368ad","observation_id":"88aff18f-3fb0-4d42-b513-6972e031ff0f","resolution":{"observed_at":"2026-05-18T10:02:31.706582Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.06842","last_updated":"2025-02-28T15:15:31Z","snapshot_observed_at":"2026-08-03T19:24:54.593615Z","submitted_at":"2025-01-12T15:21:22Z","title":"SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training","version":2},"cited_work":{"arxiv_id":"2501.06842","doi":"10.48550/arxiv.2501.06842","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.06842","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Spam: Spike- aware adam with momentum reset for stable llm training.arXiv preprint arXiv:2501.06842","venue":"TU/e Research Portal","work_id":"a6e8de5a-448e-4f96-9f47-63cd6fbe7450","year":2025},"citing_paper":{"arxiv_id":"2605.28585","last_updated":"2026-05-27T15:09:02Z","snapshot_observed_at":"2026-08-07T06:12:39.413721Z","submitted_at":"2026-05-27T15:09:02Z","title":"Outer-Momentum Restarting in High-Dimensional Two-Phase Optimization","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-06-29T13:31:23.664332Z"},"links":{"cited_paper":"/paper/2501.06842","citing_paper":"/paper/2605.28585"},"observation_digest":"sha256:cd43d58430067d1a0d27cf23a588363f628519d0d5ad06f21ec50b58e00ca673","observation_id":"cb4c1e75-8bd1-4095-a23b-33c6a4a331f0","resolution":{"observed_at":"2026-06-29T13:33:27.482880Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.06842","last_updated":"2025-02-28T15:15:31Z","snapshot_observed_at":"2026-08-03T19:24:54.593615Z","submitted_at":"2025-01-12T15:21:22Z","title":"SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training","version":2},"cited_work":{"arxiv_id":"2501.06842","doi":"10.48550/arxiv.2501.06842","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.06842","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Spam: Spike- aware adam with momentum reset for stable llm training.arXiv preprint arXiv:2501.06842","venue":"TU/e Research Portal","work_id":"a6e8de5a-448e-4f96-9f47-63cd6fbe7450","year":2025},"citing_paper":{"arxiv_id":"2606.00539","last_updated":"2026-05-30T05:11:13Z","snapshot_observed_at":"2026-07-06T23:41:15.410587Z","submitted_at":"2026-05-30T05:11:13Z","title":"GNMR: Runtime Stability Control for Low-Precision Large Language Model Training","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-06-28T18:53:47.187437Z"},"links":{"cited_paper":"/paper/2501.06842","citing_paper":"/paper/2606.00539"},"observation_digest":"sha256:68864ce639b86fb91b48c0af49c1bcc0cc5da592ba3cbe6b6bd7f311aa62cf2e","observation_id":"370bfa9c-7043-4a08-bb00-64ca7f8869a3","resolution":{"observed_at":"2026-06-28T19:42:36.041345Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.06842","last_updated":"2025-02-28T15:15:31Z","snapshot_observed_at":"2026-08-03T19:24:54.593615Z","submitted_at":"2025-01-12T15:21:22Z","title":"SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training","version":2},"cited_work":{"arxiv_id":"2501.06842","doi":"10.48550/arxiv.2501.06842","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.06842","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Spam: Spike- aware adam with momentum reset for stable llm training.arXiv preprint arXiv:2501.06842","venue":"TU/e Research Portal","work_id":"a6e8de5a-448e-4f96-9f47-63cd6fbe7450","year":2025},"citing_paper":{"arxiv_id":"2606.07881","last_updated":"2026-06-05T22:33:57Z","snapshot_observed_at":"2026-08-03T04:13:36.304742Z","submitted_at":"2026-06-05T22:33:57Z","title":"Breaking the Bubble: Asynchronous Pipeline Parallel Training with Bounded Weight Inconsistency","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-06-27T22:19:15.307830Z"},"links":{"cited_paper":"/paper/2501.06842","citing_paper":"/paper/2606.07881"},"observation_digest":"sha256:d91b76e9de7a3d120309ee57fe2e47deb786ddc2f87a2f2056c18f0adf16ba1c","observation_id":"d04822fe-55fd-4371-ac52-630c8a8d4ff8","resolution":{"observed_at":"2026-07-02T16:57:09.428053Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.06842","last_updated":"2025-02-28T15:15:31Z","snapshot_observed_at":"2026-08-03T19:24:54.593615Z","submitted_at":"2025-01-12T15:21:22Z","title":"SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.06842","snapshot_observed_at":"2026-07-11T22:10:49.683444Z","title":"Spam: Spike-aware adam with momentum reset for stable llm training.arXiv preprint arXiv:2501.06842, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04033","last_updated":"2026-07-04T21:27:05Z","snapshot_observed_at":"2026-08-07T05:07:10.107694Z","submitted_at":"2026-07-04T21:27:05Z","title":"OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-07-11T22:10:49.683444Z"},"links":{"cited_paper":"/paper/2501.06842","citing_paper":"/paper/2607.04033"},"observation_digest":"sha256:b4adda5a0ea76078b01594cd46e48ad43781e9cb3ce2ec0ab6be1b236d501708","observation_id":"50a9ee20-f3cc-49f8-a85e-16d0ea4db269","resolution":{"observed_at":"2026-07-11T22:10:49.683444Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.06842","last_updated":"2025-02-28T15:15:31Z","snapshot_observed_at":"2026-08-03T19:24:54.593615Z","submitted_at":"2025-01-12T15:21:22Z","title":"SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.06842","snapshot_observed_at":"2026-08-04T15:20:16.121997Z","title":"Spam: Spike-aware adam with momentum reset for stable llm training, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02091","last_updated":"2026-08-03T11:50:06Z","snapshot_observed_at":"2026-08-08T01:20:23.329247Z","submitted_at":"2026-08-03T11:50:06Z","title":"One QK Channel, Many Sources: Guarding Low-Precision Attention Collapse","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-04T15:20:16.121997Z"},"links":{"cited_paper":"/paper/2501.06842","citing_paper":"/paper/2608.02091"},"observation_digest":"sha256:d33b437317944df09b94f34d6864e7fe3c1fff3efd1148c48c02f135c8fc56b7","observation_id":"7f9ea50e-b373-4d72-a6c1-450050224f1a","resolution":{"observed_at":"2026-08-04T15:20:16.121997Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2501.06842/citation-record","integrity":"/paper/2501.06842/integrity","json":"/paper/2501.06842/citation-record.json","paper":"/paper/2501.06842"},"outbound":[],"paper":{"arxiv_id":"2501.06842","last_updated":"2025-02-28T15:15:31Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-03T19:24:54.593615Z","submitted_at":"2025-01-12T15:21:22Z","title":"SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2501.06842."}