{"as_of":"2026-08-04T19:50:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c9055ea01d81994f95359a47cf39e1204c5bcc9c74cb3a1bd4f592031ac96e29","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":10,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":10,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-04T06:34:03.388597+00:00","state":"measured"},{"denominator":10,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":10,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T04:44:55.359585Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-10T06:15:00.866473Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2501.18512","last_updated":"2025-01-30T17:23:50Z","snapshot_observed_at":"2026-07-06T20:28:33.378335Z","submitted_at":"2025-01-30T17:23:50Z","title":"Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch","version":1},"cited_work":{"arxiv_id":"2501.18512","doi":"10.48550/arxiv.2501.18512","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.18512","snapshot_observed_at":"2026-07-10T06:15:00.866473Z","title":"Streaming diloco with overlapping communication: Towards a distributed free lunch","venue":null,"work_id":"58ef8c63-8024-4c77-9ebb-412432453ad5","year":2025},"citing_paper":{"arxiv_id":"2506.01352","last_updated":"2026-05-08T20:31:58Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-06-02T06:13:41Z","title":"TAH-QUANT: Effective Activation Quantization in Pipeline Parallelism over Slow Network","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-19T11:24:36.046052Z"},"links":{"cited_paper":"/paper/2501.18512","citing_paper":"/paper/2506.01352"},"observation_digest":"sha256:328f8507b782260efecee87ed50f1d47cef55c6282e5015d421015956a697044","observation_id":"4a428827-eae5-4506-a638-f446f509a956","resolution":{"observed_at":"2026-05-19T11:27:15.986445Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.18512","last_updated":"2025-01-30T17:23:50Z","snapshot_observed_at":"2026-07-06T20:28:33.378335Z","submitted_at":"2025-01-30T17:23:50Z","title":"Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.18512","snapshot_observed_at":"2026-08-03T04:44:55.359585Z","title":"Streaming diloco with overlapping communica- tion: Towards a distributed free lunch.arXiv preprint arXiv:2501.18512,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.04396","last_updated":"2026-06-17T18:22:54Z","snapshot_observed_at":"2026-08-03T04:44:47.801141Z","submitted_at":"2026-02-04T10:25:24Z","title":"LoRDO: Distributed Low-Rank Optimization with Infrequent Communication","version":2},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-03T04:44:55.359585Z"},"links":{"cited_paper":"/paper/2501.18512","citing_paper":"/paper/2602.04396"},"observation_digest":"sha256:1de8caa9dea26529058a910f8059730198fb39a0df2976209a0a4117ae211657","observation_id":"bf83fbc1-cb29-4992-9ca5-f84fba5caaa6","resolution":{"observed_at":"2026-08-03T04:44:55.359585Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.18512","last_updated":"2025-01-30T17:23:50Z","snapshot_observed_at":"2026-07-06T20:28:33.378335Z","submitted_at":"2025-01-30T17:23:50Z","title":"Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch","version":1},"cited_work":{"arxiv_id":"2501.18512","doi":"10.48550/arxiv.2501.18512","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.18512","snapshot_observed_at":"2026-07-10T06:15:00.866473Z","title":"Streaming diloco with overlapping communication: Towards a distributed free lunch","venue":null,"work_id":"58ef8c63-8024-4c77-9ebb-412432453ad5","year":2025},"citing_paper":{"arxiv_id":"2604.11947","last_updated":"2026-04-13T18:40:45Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-04-13T18:40:45Z","title":"ResBM: Residual Bottleneck Models for Low-Bandwidth Pipeline Parallelism","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-10T16:36:15.760164Z"},"links":{"cited_paper":"/paper/2501.18512","citing_paper":"/paper/2604.11947"},"observation_digest":"sha256:9cbc63d4a3fa513e54a1786c51dae1dfb865702e5ab45d19252c2dde2f7ca511","observation_id":"851fe659-a51b-4742-807f-fe6291a8f1e9","resolution":{"observed_at":"2026-05-11T08:30:57.351446Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.18512","last_updated":"2025-01-30T17:23:50Z","snapshot_observed_at":"2026-07-06T20:28:33.378335Z","submitted_at":"2025-01-30T17:23:50Z","title":"Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch","version":1},"cited_work":{"arxiv_id":"2501.18512","doi":"10.48550/arxiv.2501.18512","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.18512","snapshot_observed_at":"2026-07-10T06:15:00.866473Z","title":"Streaming diloco with overlapping communication: Towards a distributed free lunch","venue":null,"work_id":"58ef8c63-8024-4c77-9ebb-412432453ad5","year":2025},"citing_paper":{"arxiv_id":"2605.09126","last_updated":"2026-05-09T19:16:29Z","snapshot_observed_at":"2026-08-04T17:08:40.060316Z","submitted_at":"2026-05-09T19:16:29Z","title":"Cosine-Gated Adam-Decay: Drop-In Staleness-Aware Outer Optimization for Decoupled DiLoCo","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-12T02:30:11.470788Z"},"links":{"cited_paper":"/paper/2501.18512","citing_paper":"/paper/2605.09126"},"observation_digest":"sha256:2c66b9198ecaa9b56089f1facebd79674ac0606d1ca9fbd6b32ea7a9d07e7b88","observation_id":"119c81ad-f977-4eb4-885e-f2258571b531","resolution":{"observed_at":"2026-05-12T02:31:16.897694Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.18512","last_updated":"2025-01-30T17:23:50Z","snapshot_observed_at":"2026-07-06T20:28:33.378335Z","submitted_at":"2025-01-30T17:23:50Z","title":"Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch","version":1},"cited_work":{"arxiv_id":"2501.18512","doi":"10.48550/arxiv.2501.18512","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.18512","snapshot_observed_at":"2026-07-10T06:15:00.866473Z","title":"Streaming diloco with overlapping communication: Towards a distributed free lunch","venue":null,"work_id":"58ef8c63-8024-4c77-9ebb-412432453ad5","year":2025},"citing_paper":{"arxiv_id":"2605.28585","last_updated":"2026-05-27T15:09:02Z","snapshot_observed_at":"2026-07-06T23:38:09.179597Z","submitted_at":"2026-05-27T15:09:02Z","title":"Outer-Momentum Restarting in High-Dimensional Two-Phase Optimization","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-06-29T13:31:23.664332Z"},"links":{"cited_paper":"/paper/2501.18512","citing_paper":"/paper/2605.28585"},"observation_digest":"sha256:6cbead2caa7f86422bfb7b551dd250a25f7876cf6c28928ad5fb8462b82641ca","observation_id":"5a00ae3a-effb-47e9-93e7-68870a3abef5","resolution":{"observed_at":"2026-06-29T13:33:27.506222Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.18512","last_updated":"2025-01-30T17:23:50Z","snapshot_observed_at":"2026-07-06T20:28:33.378335Z","submitted_at":"2025-01-30T17:23:50Z","title":"Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch","version":1},"cited_work":{"arxiv_id":"2501.18512","doi":"10.48550/arxiv.2501.18512","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.18512","snapshot_observed_at":"2026-07-10T06:15:00.866473Z","title":"Streaming diloco with overlapping communication: Towards a distributed free lunch","venue":null,"work_id":"58ef8c63-8024-4c77-9ebb-412432453ad5","year":2025},"citing_paper":{"arxiv_id":"2606.00271","last_updated":"2026-05-29T19:02:10Z","snapshot_observed_at":"2026-07-06T23:41:01.066075Z","submitted_at":"2026-05-29T19:02:10Z","title":"HeLoCo: Efficient asynchronous low-communication training under data and device heterogeneity","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-06-28T20:45:29.941331Z"},"links":{"cited_paper":"/paper/2501.18512","citing_paper":"/paper/2606.00271"},"observation_digest":"sha256:99e8dca03a59cc39034b3300ee5de180492fd3ac72e80c24add1182a0e52c603","observation_id":"b8c01f67-84ac-4d4c-8fcb-6bd95a9dfea6","resolution":{"observed_at":"2026-06-28T20:52:37.882860Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.18512","last_updated":"2025-01-30T17:23:50Z","snapshot_observed_at":"2026-07-06T20:28:33.378335Z","submitted_at":"2025-01-30T17:23:50Z","title":"Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch","version":1},"cited_work":{"arxiv_id":"2501.18512","doi":"10.48550/arxiv.2501.18512","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.18512","snapshot_observed_at":"2026-07-10T06:15:00.866473Z","title":"Streaming diloco with overlapping communication: Towards a distributed free lunch","venue":null,"work_id":"58ef8c63-8024-4c77-9ebb-412432453ad5","year":2025},"citing_paper":{"arxiv_id":"2606.02958","last_updated":"2026-06-01T23:28:29Z","snapshot_observed_at":"2026-07-06T23:43:17.879245Z","submitted_at":"2026-06-01T23:28:29Z","title":"Echelon: Auditable Aggregate-Only Language-Model Adaptation Across Privacy Boundaries","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-06-28T13:38:48.333498Z"},"links":{"cited_paper":"/paper/2501.18512","citing_paper":"/paper/2606.02958"},"observation_digest":"sha256:9334c96b5d4029980ba0d35e59b1649a06f8f642e498b16b5d783eb3f035e966","observation_id":"fdeef7a5-2f3e-4dc8-a0a8-99e6ad0fee2a","resolution":{"observed_at":"2026-07-02T00:06:23.686887Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.18512","last_updated":"2025-01-30T17:23:50Z","snapshot_observed_at":"2026-07-06T20:28:33.378335Z","submitted_at":"2025-01-30T17:23:50Z","title":"Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch","version":1},"cited_work":{"arxiv_id":"2501.18512","doi":"10.48550/arxiv.2501.18512","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.18512","snapshot_observed_at":"2026-07-10T06:15:00.866473Z","title":"Streaming diloco with overlapping communication: Towards a distributed free lunch","venue":null,"work_id":"58ef8c63-8024-4c77-9ebb-412432453ad5","year":2025},"citing_paper":{"arxiv_id":"2606.11081","last_updated":"2026-06-09T16:40:54Z","snapshot_observed_at":"2026-08-03T08:40:34.396170Z","submitted_at":"2026-06-09T16:40:54Z","title":"Unifying Local Communications and Local Updates for LLM Pretraining","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-06-27T14:07:42.062805Z"},"links":{"cited_paper":"/paper/2501.18512","citing_paper":"/paper/2606.11081"},"observation_digest":"sha256:8e6d6c4207a6cbfe95e73275e690995ed9cc56a1107a42983da56bdbce0ba5e4","observation_id":"2aca20ce-0af0-46ad-b231-d012916805cc","resolution":{"observed_at":"2026-07-03T04:07:37.157324Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.18512","last_updated":"2025-01-30T17:23:50Z","snapshot_observed_at":"2026-07-06T20:28:33.378335Z","submitted_at":"2025-01-30T17:23:50Z","title":"Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch","version":1},"cited_work":{"arxiv_id":"2501.18512","doi":"10.48550/arxiv.2501.18512","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.18512","snapshot_observed_at":"2026-07-10T06:15:00.866473Z","title":"Streaming diloco with overlapping communication: Towards a distributed free lunch","venue":null,"work_id":"58ef8c63-8024-4c77-9ebb-412432453ad5","year":2025},"citing_paper":{"arxiv_id":"2606.19025","last_updated":"2026-06-20T12:18:17Z","snapshot_observed_at":"2026-08-04T11:35:50.051001Z","submitted_at":"2026-06-17T12:50:07Z","title":"FoMoE: Breaking the Full-Replica Barrier with a Federation of MoEs","version":2},"reference_index":99,"source":"arxiv_source","source_observed_at":"2026-06-26T21:25:15.709652Z"},"links":{"cited_paper":"/paper/2501.18512","citing_paper":"/paper/2606.19025"},"observation_digest":"sha256:6f1e156ac3fa0eac2b02069b55cfd00f6e809a3493ca245527b58f839b35fc4b","observation_id":"aa3dc634-6047-4def-b97f-eb8936e24b69","resolution":{"observed_at":"2026-07-04T00:09:15.196731Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.18512","last_updated":"2025-01-30T17:23:50Z","snapshot_observed_at":"2026-07-06T20:28:33.378335Z","submitted_at":"2025-01-30T17:23:50Z","title":"Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.18512","snapshot_observed_at":"2026-07-12T12:16:10.904456Z","title":"Streaming","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.02544","last_updated":"2026-06-24T05:57:19Z","snapshot_observed_at":"2026-08-04T14:29:01.684756Z","submitted_at":"2026-06-24T05:57:19Z","title":"Not Every Sync Is Safe: Calibrated DiLoCo Scheduling for Shared AI Infrastructure","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-07-12T12:16:10.904456Z"},"links":{"cited_paper":"/paper/2501.18512","citing_paper":"/paper/2607.02544"},"observation_digest":"sha256:236e87b89c08bcf894d4b3620f849581b57728733bdbc6a2a0f639d52acf1865","observation_id":"b5c6973b-cc03-4975-9aac-1057ac57fb9f","resolution":{"observed_at":"2026-07-12T12:16:10.904456Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2501.18512/citation-record","integrity":"/paper/2501.18512/integrity","json":"/paper/2501.18512/citation-record.json","paper":"/paper/2501.18512"},"outbound":[],"paper":{"arxiv_id":"2501.18512","last_updated":"2025-01-30T17:23:50Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-07-06T20:28:33.378335Z","submitted_at":"2025-01-30T17:23:50Z","title":"Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch"},"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":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"thesis":"As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2501.18512."}