Paper Citation Record · LEDGER

ZipIt! Merging Models from Different Tasks without Training

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2305.03053.

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

pith.paper-citation-record.v1
2305.03053 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T23:17:19.855416Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:06:43.718273Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 29d83232-ca4e-4d79-b84a-ebb5f7fc2dc3 · inbound

The Platonic Representation Hypothesis cites this paper.

The Platonic Representation Hypothesis ZipIt! Merging Models from Different Tasks without Training

Reference 98

Resolution: verified exact; arxiv_id, observed 2026-05-15T06:03:56.658812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 01c7b3f1-06bb-4fba-9b77-2f4a057c60e6 · inbound

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer cites this paper.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer ZipIt! Merging Models from Different Tasks without Training

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:30.133244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1db8bf38-568d-4bed-b977-9aec4aff691b · inbound

Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch cites this paper.

Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch ZipIt! Merging Models from Different Tasks without Training

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T23:17:19.855416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 652daf9d-6396-473f-975b-92ee447a2c0e · inbound

Forget the Data and Fine-Tuning! Just Fold the Network to Compress cites this paper.

Forget the Data and Fine-Tuning! Just Fold the Network to Compress ZipIt! Merging Models from Different Tasks without Training

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T19:04:45.697164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0bf9792-1fe0-479b-9a6d-f83b5d284d95 · inbound

Merge to Mix: Mixing Datasets via Model Merging cites this paper.

Merge to Mix: Mixing Datasets via Model Merging ZipIt! Merging Models from Different Tasks without Training

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T15:09:37.629205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a39ba0a5-1c40-444d-8c60-5c22c4cf4cef · inbound

NAN: A Training-Free Solution to Coefficient Estimation in Model Merging cites this paper.

NAN: A Training-Free Solution to Coefficient Estimation in Model Merging ZipIt! Merging Models from Different Tasks without Training

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:51.229729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7647234-63d5-492f-8cdc-2aca4ceba9f5 · inbound

Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging cites this paper.

Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging ZipIt! Merging Models from Different Tasks without Training

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:13.110708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45d259d9-c93b-4c96-b2a6-901981b9c320 · inbound

MorphGen: Morphology-Guided Representation Learning for Robust Single-Domain Generalization in Histopathological Cancer Classification cites this paper.

MorphGen: Morphology-Guided Representation Learning for Robust Single-Domain Generalization in Histopathological Cancer Classification ZipIt! Merging Models from Different Tasks without Training

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T13:48:49.015699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 602743fa-f922-4c61-903d-842de98d69b9 · inbound

MOMO: Mars Orbital Model Foundation Model for Mars Orbital Applications cites this paper.

MOMO: Mars Orbital Model Foundation Model for Mars Orbital Applications ZipIt! Merging Models from Different Tasks without Training

Reference 66

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T20:48:15.098834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e6430a09-15d9-4bcc-ab8e-1dbd3b7e3ecf · inbound

PivotMerge: Bridging Heterogeneous Multimodal Pre-training via Post-Alignment Model Merging cites this paper.

PivotMerge: Bridging Heterogeneous Multimodal Pre-training via Post-Alignment Model Merging ZipIt! Merging Models from Different Tasks without Training

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T07:06:52.919186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 93c65973-4d6d-492e-bd45-cb68fad27830 · inbound

Beyond Structural Symmetries: Linear Mode Connectivity via Neuron Identifiability cites this paper.

Beyond Structural Symmetries: Linear Mode Connectivity via Neuron Identifiability ZipIt! Merging Models from Different Tasks without Training

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-02T06:16:43.915441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d09b61ea-abf1-4278-bb06-768b2ba7cf91 · inbound

STaR-Quant: State-Time Consistent Post-Training Quantization for Diffusion Large Language Models cites this paper.

STaR-Quant: State-Time Consistent Post-Training Quantization for Diffusion Large Language Models ZipIt! Merging Models from Different Tasks without Training

Reference 119

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:06:43.720286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 81328fa1-500f-4cf4-abd5-5fbedfdb4039 · inbound

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective cites this paper.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective ZipIt! Merging Models from Different Tasks without Training

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T16:24:20.617436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.