{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:WBBAYD2S4QHV3DQKSL4THFJS7Q","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"0978db8d8bcfe0182a18eb7e66d0c4800fa5351cfe0b93c0fbc0eb4ecfd4f0fd","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2025-10-15T13:32:25Z","title_canon_sha256":"08a234578fcbb5cf7991bf8061c4bac5d4dcae3158a933728a3d545c02bfe423"},"schema_version":"1.0","source":{"id":"2510.13537","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2510.13537","created_at":"2026-07-02T00:18:25Z"},{"alias_kind":"arxiv_version","alias_value":"2510.13537v2","created_at":"2026-07-02T00:18:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2510.13537","created_at":"2026-07-02T00:18:25Z"},{"alias_kind":"pith_short_12","alias_value":"WBBAYD2S4QHV","created_at":"2026-07-02T00:18:25Z"},{"alias_kind":"pith_short_16","alias_value":"WBBAYD2S4QHV3DQK","created_at":"2026-07-02T00:18:25Z"},{"alias_kind":"pith_short_8","alias_value":"WBBAYD2S","created_at":"2026-07-02T00:18:25Z"}],"graph_snapshots":[{"event_id":"sha256:bafb77ecc88f6b932e616e93eac90ec08785f203989781915cfa02cd5c37594f","target":"graph","created_at":"2026-07-02T00:18:25Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2510.13537/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"On-device deployment of Large Language Models (LLMs) frequently leverages Low-Rank Adapters (LoRAs) to support diverse downstream tasks under tight resource constraints. To address the limited storage capacity of mobile devices, recent works have explored model merging techniques to fuse multiple LoRAs into a single one. In practice, however, LoRAs are often delivered incrementally, as users request support for new tasks (e.g., novel problem types or languages). This scenario introduces a new challenge: on-device online continual merging, where the objective is to incorporate new LoRAs while p","authors_text":"Donald Shenaj, Mete Ozay, Ondrej Bohdal, Pietro Zanuttigh, Taha Ceritli, Umberto Michieli","cross_cats":["cs.AI","cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2025-10-15T13:32:25Z","title":"K-Merge: Online Continual Merging of Adapters for On-device Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2510.13537","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:48077c12f9a3ac62007b251ae06cc76ab1e49b2cece2bef009e8a6ee7082ea23","target":"record","created_at":"2026-07-02T00:18:25Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"0978db8d8bcfe0182a18eb7e66d0c4800fa5351cfe0b93c0fbc0eb4ecfd4f0fd","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2025-10-15T13:32:25Z","title_canon_sha256":"08a234578fcbb5cf7991bf8061c4bac5d4dcae3158a933728a3d545c02bfe423"},"schema_version":"1.0","source":{"id":"2510.13537","kind":"arxiv","version":2}},"canonical_sha256":"b0420c0f52e40f5d8e0a92f9339532fc031d954b92be3b63b10535b6a54fb65d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b0420c0f52e40f5d8e0a92f9339532fc031d954b92be3b63b10535b6a54fb65d","first_computed_at":"2026-07-02T00:18:25.603689Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-02T00:18:25.603689Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"DCFJeO6WCg+Z/oCWKF7GYPMHXO/sZKtWlieP6yhqSkbsQONnxcYOb02gcyZpZ3e+YE2UbICiVYSn8qgsuL6NAw==","signature_status":"signed_v1","signed_at":"2026-07-02T00:18:25.604266Z","signed_message":"canonical_sha256_bytes"},"source_id":"2510.13537","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:48077c12f9a3ac62007b251ae06cc76ab1e49b2cece2bef009e8a6ee7082ea23","sha256:bafb77ecc88f6b932e616e93eac90ec08785f203989781915cfa02cd5c37594f"],"state_sha256":"622040817af0fd81e98d8cdb1f1327b7f27e3aee4264473eabfbdb73e17e31a7"}