Paper Citation Record · LEDGER

Can Model Merging Improve Aggregation in DiLoCo?

As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2607.03011.

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

pith.paper-citation-record.v1
2607.03011 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T05:28:12.811678Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy0
unresolved38
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b1860fe-31f7-44b5-b4ac-0525e17fb0ce · outbound

This paper cites an unresolved cited work.

Can Model Merging Improve Aggregation in DiLoCo? Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53fa269f-c7fa-4c04-9aa9-256754c5e0de · outbound

This paper cites AI, :, I.

Can Model Merging Improve Aggregation in DiLoCo? AI, :, I

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73a4b8eb-efbf-4419-8fe2-10ed541cb607 · outbound

This paper cites Björck and C.

Can Model Merging Improve Aggregation in DiLoCo? Björck and C

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc01dacd-b240-4d2e-b444-105f3c69cc82 · outbound

This paper cites Charles, G.

Can Model Merging Improve Aggregation in DiLoCo? Charles, G

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79b1a883-8377-46f7-b2da-72f4d797f446 · outbound

This paper cites Davari and E.

Can Model Merging Improve Aggregation in DiLoCo? Davari and E

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 081f319f-3324-4447-b258-c1b99e0bad8e · outbound

This paper cites Douillard, Q.

Can Model Merging Improve Aggregation in DiLoCo? Douillard, Q

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a6c7d24-293a-4f66-91ac-21440980250a · outbound

This paper cites Draxler, K.

Can Model Merging Improve Aggregation in DiLoCo? Draxler, K

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff576aef-c261-41f0-96ec-a59384237779 · outbound

This paper cites Frankle, G.

Can Model Merging Improve Aggregation in DiLoCo? Frankle, G

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4e54287-5d19-4055-8796-ef9118aaf141 · outbound

This paper cites an unresolved cited work.

Can Model Merging Improve Aggregation in DiLoCo? Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80946dd5-2015-479e-aeb8-735d9ea61535 · outbound

This paper cites Garipov, P.

Can Model Merging Improve Aggregation in DiLoCo? Garipov, P

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dc9797d-3577-4fc2-be71-44d6a17bbbc7 · outbound

This paper cites Hoffmann, S.

Can Model Merging Improve Aggregation in DiLoCo? Hoffmann, S

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca2cb2c-5734-4bc6-bdd3-a8292f594343 · outbound

This paper cites From Memorization to Parameter Interference: How Overtraining Experts Harms Model Merging.

Can Model Merging Improve Aggregation in DiLoCo? From Memorization to Parameter Interference: How Overtraining Experts Harms Model Merging

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccfe457f-aaa8-44d4-a34c-7934617f2617 · outbound

This paper cites Ilharco, M.

Can Model Merging Improve Aggregation in DiLoCo? Ilharco, M

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf4ff253-9c99-413e-92ae-c7b20e10f294 · outbound

This paper cites INTELLECT-1 Technical Report.

Can Model Merging Improve Aggregation in DiLoCo? INTELLECT-1 Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e4d0c10-61ff-42b9-b9a6-34f0057ed327 · outbound

This paper cites Jordan, Y.

Can Model Merging Improve Aggregation in DiLoCo? Jordan, Y

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c713a884-851e-4a9f-8e43-518a1eaf062c · outbound

This paper cites an unresolved cited work.

Can Model Merging Improve Aggregation in DiLoCo? Unresolved cited work

Reference 16

Resolution: parse uncertain; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5aaacf9-cda9-4da0-848e-da6704a4aa86 · outbound

This paper cites an unresolved cited work.

Can Model Merging Improve Aggregation in DiLoCo? Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52afc746-5ffc-4190-90dc-861442a61a54 · outbound

This paper cites an unresolved cited work.

Can Model Merging Improve Aggregation in DiLoCo? Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3030bbc-7c1d-4259-ae1b-c53df6a9e244 · outbound

This paper cites an unresolved cited work.

Can Model Merging Improve Aggregation in DiLoCo? Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c5d4c18-b138-4233-b98a-c2ee875aa6a4 · outbound

This paper cites Lidin, A.

Can Model Merging Improve Aggregation in DiLoCo? Lidin, A

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39036261-2823-4798-83d2-4c7ea06ee32c · outbound

This paper cites an unresolved cited work.

Can Model Merging Improve Aggregation in DiLoCo? Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cf44bf1-facc-4d6d-a448-1adb58ee6cf4 · outbound

This paper cites Loshchilov and F.

Can Model Merging Improve Aggregation in DiLoCo? Loshchilov and F

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef2da9c4-17ab-4225-a5e2-0c1e4e90059d · outbound

This paper cites Marczak, S.

Can Model Merging Improve Aggregation in DiLoCo? Marczak, S

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b02702f-aa67-448d-b929-bb564ccfa3fe · outbound

This paper cites McMahan, E.

Can Model Merging Improve Aggregation in DiLoCo? McMahan, E

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2601b44e-8489-4394-a1f4-3817685f430e · outbound

This paper cites Nesterov.

Can Model Merging Improve Aggregation in DiLoCo? Nesterov

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e50db4c-f845-41af-983a-667d45eff976 · outbound

This paper cites Neyshabur, H.

Can Model Merging Improve Aggregation in DiLoCo? Neyshabur, H

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bc2987f-bb09-4976-94a5-40098ddef13f · outbound

This paper cites Paszke, S.

Can Model Merging Improve Aggregation in DiLoCo? Paszke, S

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 392be88d-244d-4b22-8e5a-39c197bad09b · outbound

This paper cites Pfeiffer, A.

Can Model Merging Improve Aggregation in DiLoCo? Pfeiffer, A

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 403a5a48-c57c-44da-ad0f-b4f996c1a7d8 · outbound

This paper cites an unresolved cited work.

Can Model Merging Improve Aggregation in DiLoCo? Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f0faf3b-c2d9-4161-9a25-eb2e0cf14eaa · outbound

This paper cites Sarfi, B.

Can Model Merging Improve Aggregation in DiLoCo? Sarfi, B

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e758bfb-cdf5-4df3-ba78-9e26ab7d5158 · outbound

This paper cites Sutskever, J.

Can Model Merging Improve Aggregation in DiLoCo? Sutskever, J

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 688640b6-4b35-4868-9e08-5256e04be6c2 · outbound

This paper cites Thérien, X.

Can Model Merging Improve Aggregation in DiLoCo? Thérien, X

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0c64494-a024-4585-94d4-aa53ee04ac6f · outbound

This paper cites Touvron, L.

Can Model Merging Improve Aggregation in DiLoCo? Touvron, L

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6466795-5aa9-44d3-8d10-6f48efdd1328 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Can Model Merging Improve Aggregation in DiLoCo? HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7a2b3a2-eccf-4d15-bea8-9870c8ec694e · outbound

This paper cites Yadav, D.

Can Model Merging Improve Aggregation in DiLoCo? Yadav, D

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b1b9bdf-dd3e-4fe8-b64b-e3c20f92d9ca · outbound

This paper cites an unresolved cited work.

Can Model Merging Improve Aggregation in DiLoCo? Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f886571-394e-4a64-88f0-7712aa6271cb · outbound

This paper cites an unresolved cited work.

Can Model Merging Improve Aggregation in DiLoCo? Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73335036-0e4e-4582-a5ad-51fb9ca932cc · outbound

This paper cites an unresolved cited work.

Can Model Merging Improve Aggregation in DiLoCo? Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7dac72c-c5c2-463b-aca6-b8e615746c70 · outbound

This paper cites spectral.

Can Model Merging Improve Aggregation in DiLoCo? spectral

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-12T05:28:12.811678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.