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Paper Citation Record · LEDGER

Towards Decentralized and Sustainable Foundation Model Training with the Edge

As of 13 August 2026, this Paper Citation Record lists 100 of 113 outbound references and 0 inbound Pith citation observations for arXiv:2507.01803.

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

pith.paper-citation-record.v1
2507.01803 v1

Coverage vector

measured 100 of 113 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:49:21.779583Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

100 of 113 outbound references displayed

  • verified exact1
  • verified fuzzy15
  • unresolved84
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93303c2f-a3df-498f-b80c-f8adbad5522f · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:00.922514Z digest=sha256:c9b09d94199d0c387893699e561a098515fec2ad9117d9d64a27b4cd703f3485

Observation ff8a09b7-51a2-46d2-94b5-a68c28fa37ba · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:01.060526Z digest=sha256:6b30ac9bbeced3df0c29f081963ab5480db7ad969a93e4c9dc63b11e18e2cdcc

Observation 5d751102-191c-4315-ae65-c6df718fd539 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:01.217736Z digest=sha256:396439cf0360253821ff9b71cb2166e9d2964db77840ecaf4e1cef10f812ee9e

Observation 192f7579-88d9-4788-9c54-4bebfcb76544 · outbound

This paper cites Anderson.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Anderson

Reference 4

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source=pdf_text observed=2026-08-06T20:49:01.379432Z digest=sha256:1b4df7b945295e7acc86db644f6cc27d6d95bad32585de93934c89c88631f871

Observation 5a162d1d-133c-4cad-8f5e-7acc48584095 · outbound

This paper cites Anderson, Carl Christensen, and Bruce Allen.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Anderson, Carl Christensen, and Bruce Allen

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:01.517652Z digest=sha256:fa5d67ecf0abd9d9ad7f21991d40626c79a92c6c020ecff5555c3ee8fcf11ebd

Observation 85666685-1633-47d7-bca6-6cb0c605e8b8 · outbound

This paper cites Anderson, Jeff Cobb, Eric Korpela, Matt Lebofsky, and Dan Werthimer.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Anderson, Jeff Cobb, Eric Korpela, Matt Lebofsky, and Dan Werthimer

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:01.700096Z digest=sha256:e2156df0d56681bdf0a942923c7992eadfb62f74e22245c03e7a7741dcd8dd5d

Observation 00627497-0b08-4d0f-be99-26d9563cc3ab · outbound

This paper cites Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models

Reference 7

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no resolver link, observed 2026-08-06T20:49:02.026851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:02.026851Z digest=sha256:a67f619e1ffab042fb84ad6c86c0c3daf54c1654ab9bc89cc3d9eabdfc5d3120

Observation a99007e4-0847-451e-b2d0-c0fe2b29e274 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 8

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:02.142008Z digest=sha256:af621c824410c44bc90efb545c8e58277c6fbf0ffa09dfc03eb8a7114aca7f9b

Observation 1d990c39-5ce7-4bf7-8c35-4b52e677ef68 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 9

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no resolver link, observed 2026-08-06T20:49:02.283034Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:02.283034Z digest=sha256:d5b5f30da4ecc9e93f79ceb08602a307e72a56d9536f5f43893e83de6b0fbb05

Observation c1c104f4-16e2-473d-a7fc-da0b41c7b038 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:02.429652Z digest=sha256:842cba34bdabacecb175e34de7580836bf8cb7b6d2c9234c80f8143a380919ca

Observation fc5c3598-767d-4219-891b-af2e017430b9 · outbound

This paper cites Arslan, Indrajeet Singh, Shailendra Singh, Harsha V.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Arslan, Indrajeet Singh, Shailendra Singh, Harsha V

Reference 11

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source=pdf_text observed=2026-08-06T20:49:02.637193Z digest=sha256:fa129b6bae79a72607cab30efb9ef676f901cbbd390fe941b04c18f3059417c0

Observation 8319bc38-200e-446b-b760-04cddd6d9e40 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:02.794563Z digest=sha256:79cb74af619c2a1c73cb77614a5c0f7670652e062c594959fd080a3e13dfa599

Observation 751341de-0e0b-47c1-83b0-ee0d126f803e · outbound

This paper cites Qwen2.5-VL Technical Report.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Qwen2.5-VL Technical Report

Reference 13

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source=pdf_text observed=2026-08-06T20:49:02.937684Z digest=sha256:7fdd65346478c6f5ed75ff6ed957bdf2fff4a82946f572f9b6b0c76acc247fcb

Observation bf4ccbea-683c-4fc6-8a2f-a2ba0d47c7f0 · outbound

This paper cites Bartoldson, Bhavya Kailkhura, and Davis W.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Bartoldson, Bhavya Kailkhura, and Davis W

Reference 14

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no resolver link, observed 2026-08-06T20:49:03.038598Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:03.038598Z digest=sha256:f00270d296472a5c67b6d4b5761e79e6f92e8e90eb3c71cf434b8594ac7f7e24

Observation fd01fd86-751c-4a8c-b58e-4c10f42bd969 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:03.123712Z digest=sha256:0a3a49ea95640b98880dc440dc197d0b5252351d59510249313f3f3256a6277c

Observation 8728f396-232a-4a67-98b0-c17bb07d7afa · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Towards Decentralized and Sustainable Foundation Model Training with the Edge On the Opportunities and Risks of Foundation Models

Reference 16

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source=pdf_text observed=2026-08-06T20:49:03.268707Z digest=sha256:9ec6fa66552d59e0c07e973442c0a780f1dd78210f3db0913a28988898f51f26

Observation e41344cb-3551-441e-a33c-1081b2274034 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-06T20:49:03.426804Z digest=sha256:615ce40d534c037b95af46254cff23cf4b995f883a1f63c0c9e376b15a67a3bd

Observation 22fbdd7d-ee35-4544-b3af-143a07b482d6 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:03.584750Z digest=sha256:702e965afd5b31ac2bd09c21c0c79c41c28c89dd823130dbf9c16accccda3854

Observation 16abe4fb-6773-43a8-9c6a-6492fb57d93a · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 19

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:03.728918Z digest=sha256:21b8ba4081c40515a2dbc2db35e287cc15d71c19f6a6b848509893935d928042

Observation df762251-3e83-4489-8279-b544eda333fa · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-06T20:49:03.917776Z digest=sha256:744236973ff534f065523200f0866b2af02de05283df7b5e706eea6a3e299490

Observation a85995d5-0a84-49ca-8f0c-4f277ecd5b8b · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-06T20:49:04.034102Z digest=sha256:0a761cd23218d0d9cf5fc9a270f727a72f0714df308d0679889b21bcf59ff0e2

Observation 9d85fe16-dcb0-4482-bfce-60b7cb40d43f · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 22

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source=pdf_text observed=2026-08-06T20:49:04.224184Z digest=sha256:d3dd7127f68d0a384aa780367f93fd445226200183919251b8c81fc7d784a7e8

Observation 9645f1ea-8a57-4684-95e3-b2e3531a7d0f · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:04.408197Z digest=sha256:d6eebb2110df75b8e7e40ae7c5e241f3321f0cefceccce45426977c341503852

Observation 39ce25cd-8c0d-4c00-9721-0e62ae573adc · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:04.567603Z digest=sha256:485e2f58f550fb4c9bcddc431c24cc901f9537c648656e61845ec26c90f2f34c

Observation f583a6e8-d66a-41b9-acc5-0114ab257ab2 · outbound

This paper cites Pyrkin, Maxim Kashirin, Alexander Borzunov, Albert Villanova del Moral, Denis Mazur, Ilia Kobelev, Yacine Jernite, Thomas Wolf, and Gennady Pekhimenko.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Pyrkin, Maxim Kashirin, Alexander Borzunov, Albert Villanova del Moral, Denis Mazur, Ilia Kobelev, Yacine Jernite, Thomas Wolf, and Gennady Pekhimenko

Reference 25

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source=pdf_text observed=2026-08-06T20:49:04.739035Z digest=sha256:507b9839509ac0094508af3a287b7b2701bf16b68746b11acea89107a0c940a9

Observation 90020a5f-443d-46d8-b4ba-2398f7201ded · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-06T20:49:04.926538Z digest=sha256:30cd21516c39f6f22605ea9aa903af60b97801eef634c0a3c2e5633847a80856

Observation 973ccb97-47e8-4982-b93e-d359fa5d403d · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 27

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source=pdf_text observed=2026-08-06T20:49:05.055777Z digest=sha256:ab55baa1e7cc1b91a5953c517cfcfb9ec013d93e767ab35e8e5132ea6dd3a55f

Observation 1cf47bce-9a93-4bf2-ac78-73f2c9f680b0 · outbound

This paper cites Bello-Maldonado, Bishwaranjan Bhattacharjee, Carlos H.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Bello-Maldonado, Bishwaranjan Bhattacharjee, Carlos H

Reference 28

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source=pdf_text observed=2026-08-06T20:49:05.224576Z digest=sha256:db4d8a8560bf53443e60b13a907d9e9c905aaacad744f0ccb1d501389ab43f60

Observation 4023cc08-30d8-4c3f-a788-755d25c4b52d · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-06T20:49:05.353016Z digest=sha256:f4dac8bc3ffa0a5426e07e1e5653679be3a6722ecfba80e81d9d6b1d73c7af43

Observation 930c6f54-e5b7-4c53-a3f4-43ce701ae9a8 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-06T20:49:05.520474Z digest=sha256:d2f772b2bb5f8a921d04a0415db4d8df70d2aca8510175688af84dcdc6ef62c3

Observation 463e45b6-3549-4d64-87b1-2d1955cbcebd · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 31

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:05.630038Z digest=sha256:34258f770e29be055d41e5803192bfcebb6fd58ad8877459d60d4cfddffc2444

Observation bd486edf-d689-4780-bcaa-8cb2788a5b55 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:05.832156Z digest=sha256:034d95581d431e70ea202eb37cc6a7197797eab0da7665a6ad6d1a7f6e5c7344

Observation 56384de7-d03b-4c1b-809c-0c150a5fea00 · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

Towards Decentralized and Sustainable Foundation Model Training with the Edge GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 33

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source=pdf_text observed=2026-08-06T20:49:05.966084Z digest=sha256:b8c03b3fe2d5649a018d2a216685df811b24e2c2d138b91d9d179ce7f0a6b7e1

Observation a142df16-89d9-4a8c-a640-048f47829946 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 34

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source=pdf_text observed=2026-08-06T20:49:06.144898Z digest=sha256:e95580fca90573ed8733da59019e843f95d3e02d0ca4cd84b7fc3b9fdea3cd58

Observation dbb69dfc-072e-47db-94a2-0ab868b44c2a · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 35

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:06.278951Z digest=sha256:d2437d4736568a8d5b22bec12406f5e9c3924d1678d02873f6e16582d35ebfc0

Observation 3180f22b-6e73-4c64-8cda-01b4e098de0a · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:06.398498Z digest=sha256:957254ba24d684538e52b921b3ae315ab5e027d20648a6a948df3af05f7df10e

Observation 11c4e941-b98a-4a40-9dd8-a52069e4a51a · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 37

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unresolved
raw_fallback, observed 2026-08-06T20:49:35.208725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:06.551389Z digest=sha256:6cf4fb334184e6b851cfbc16190c09b9f753428dabe75b2287e36cf8470e1447

Observation a6209584-a77f-497e-8551-bf765f242a87 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 39

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raw_fallback, observed 2026-08-06T20:49:35.006198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:06.866208Z digest=sha256:ae53545d84237b9562c4e094bdbecff15c675b068ff94d4819678048d0c329c0

Observation 553e267f-bf0c-4835-8a8d-0b7b524deafd · outbound

This paper cites Training Compute-Optimal Large Language Models.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Training Compute-Optimal Large Language Models

Reference 40

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source=pdf_text observed=2026-08-06T20:49:07.244421Z digest=sha256:0805d70199dfe7f86fe1a9c1a62818ad18017fc603f2c1b27ffb950856940438

Observation c5e2587e-377c-4847-bb8b-9f8800aa98c6 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 41

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unresolved
raw_fallback, observed 2026-08-06T20:49:34.847647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:11.594396Z digest=sha256:2b86b9b332be4336cf1dfdb560bfea22f9ad7423cf9ae3e0da83cde2a922a4a3

Observation a7a493a3-ad1d-4cfa-b4e3-721393abeb43 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:34.669408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:11.943695Z digest=sha256:72dec25e5c3e6326f5beddd45f25698d0e6e2687074ab861283884d3e55c1ada

Observation 99443327-a06a-4b98-956a-7a48f8c33008 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:34.527539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:13.598041Z digest=sha256:3e23f135634c840ee15ba533b63767a9e80a5ca29e535890f3d804df4255cbba

Observation b32f1a7f-0ad9-466a-b204-b2d86eae818d · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:34.364475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:13.722637Z digest=sha256:fe38cec5bb5dafdf443725bfb04d1100d4218a2d4fd429b78e471e760db45124

Observation f490fc02-67d6-4c25-a1a7-6a9fdb418e23 · outbound

This paper cites Scaling Laws for Neural Language Models.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Scaling Laws for Neural Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T20:49:13.826928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:13.826928Z digest=sha256:c6e3e9b2efc930b2a9c3108399d114349d615e4bca90486b6c785dc70024c92d

Observation a70c5d0b-4945-4197-b341-4244210766df · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:34.210218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:13.942092Z digest=sha256:0cb666d63649fcd82f3177c97d4bb4d2a0f3c85ed76dbad007a5c1033289e0d8

Observation 54028702-cadc-4eb3-8573-72c1fa233c84 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:33.894798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:14.174215Z digest=sha256:7f6687c68687877fefaee823c46468e96f212ee2059e1c5653653356e5958f47

Observation b416b546-6a22-4e2b-92de-589540a4dd32 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:33.379885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:14.300756Z digest=sha256:4cee1f33bf962614eb095ff1e87c4ff742642dfdd9749eaa5ed631e19fd067c4

Observation 5b348537-d071-4da3-95b8-6c4306097461 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T20:49:14.547245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:14.547245Z digest=sha256:0f5a621ae575c0927157e16ea2e6822e007a51d7f8a53ff18abc6d07a1ca343f

Observation da3e4854-689f-4498-8579-95fd09aee991 · outbound

This paper cites Alper Goksoy, Sumit K.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Alper Goksoy, Sumit K

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:33.062847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:14.675897Z digest=sha256:769c465300109e51f0a94243cdf6afaec69791ed86d728339ff4d36b87d18966

Observation aaa4932e-ffb5-43d9-bb45-e428c9c2d158 · outbound

This paper cites Mandal, Chaitali Chakrabarti, Jae-sun Seo, Ümit Y.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Mandal, Chaitali Chakrabarti, Jae-sun Seo, Ümit Y

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:32.910930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:14.803831Z digest=sha256:7bbdbc681d8d373512afcfa48ec5e4fb3d84a4261d3009f48444d381c044b18b

Observation ac7e6a91-4ae4-4acb-ab2c-d58b7e5ef3f5 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:32.672473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:14.970629Z digest=sha256:ac96897be3ff2330f1779012f2568d55a3c0a2616839e9fa65a833725919fe85

Observation aa0e162a-84c9-4fa7-ac5e-7a269247a046 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:32.410667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:15.079344Z digest=sha256:b5df1c1251dc3c270e29de4ad426ddb6c26b2f072a1cb1cf0ae7db47bee0beb5

Observation b7c86649-d670-4e92-aacc-690722949f8b · outbound

This paper cites Ganti, and Vyas Sekar.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Ganti, and Vyas Sekar

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:32.118836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:15.334739Z digest=sha256:9c2d852014c01df6ddb5dcfed87905f0fe07f1b57592bdbf272980583faa4a99

Observation 51a8924b-9bb2-4de9-ad89-cddd348cded8 · outbound

This paper cites Andersen, Jun Woo Park, Alexander J.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Andersen, Jun Woo Park, Alexander J

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:31.881409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:15.458189Z digest=sha256:762595a431b0a8307db21f1998e0470bc041a83b258779dcade4b3f06e63e1ba

Observation 89f2586f-120b-4295-b2cf-9d8a79dfcf29 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:31.632245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:15.562528Z digest=sha256:5bf8271dcd294024851fbdbe1ba1330625341308a1c04df21be320888062547a

Observation 23d9b59b-ea0c-442d-a0f0-a528ba1ee856 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:31.386074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:15.688081Z digest=sha256:8ee653b8142d8b07331d81f813507c70cb4992a956a200f511965cce67dc7885

Observation ac3b29b6-cd43-4b66-8daf-fa2368161a6f · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:31.103364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:15.859454Z digest=sha256:4c1d469dfeec574ceb505fd5d03959f1e084036e43c72f85d7c5d40bb0a5674a

Observation 9a6eb4e2-5562-4149-a8a5-3d91190568b8 · outbound

This paper cites Mengistu and Dunren Che.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Mengistu and Dunren Che

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:30.918142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:15.987395Z digest=sha256:d6b60a209772d7bc66c2d5bb49229a6bdfd112575788c7106db7e74cef6a35c8

Observation be4ec0a3-064e-473c-b3ad-2856733f2da6 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:30.791722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:16.122648Z digest=sha256:09afd89120b566daaad7388a64e6c498a22282ecd2bf02c5f5fb69d759ebe9b4

Observation 02a213e5-7e61-4b22-bb1d-38aa504168d8 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:30.611504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:16.264735Z digest=sha256:0a563d0b44060f68f944b27dd9d29a0da5b94cd3687676ef28fcda28e5bbd90d

Observation 2235b680-0379-4e46-9dbc-9f50ce46fe61 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:30.446669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:16.454429Z digest=sha256:bde3a81b2a4a1b4c1a00bde0efa4ed562ae3f18c4613e04813f8112af6102018

Observation 05e0d340-8673-480f-acfe-643e718d2807 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:30.285604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:16.594520Z digest=sha256:1dd0ad49dfa0ae12c635ffb2ecfe0f7a28578de2979452077b729cd2219e0434

Observation b97d02ec-491b-4e93-97a1-112ee549693e · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:30.120432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:16.724621Z digest=sha256:818ec8cc83eed952d0ef2b7ea8b96b954344180c3745ef67a44554290633eb18

Observation ab784c47-feea-49a4-813c-ead4a7e55709 · outbound

This paper cites GPT-4 Technical Report.

Towards Decentralized and Sustainable Foundation Model Training with the Edge GPT-4 Technical Report

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T20:49:16.836853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:16.836853Z digest=sha256:8ad3bb2fc4f3c7bc967f2c12c86a457edcc2950cfcbc054bc5aad4cb56caffb0

Observation a2689676-c8ea-434a-b1b7-049ce100cc12 · outbound

This paper cites Anderson.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Anderson

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:29.899235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:16.916923Z digest=sha256:6bd5e812feacb2ee9f71f5e2b92fb173f8e9d4c39c7354e7e7698cb005b44a80

Observation 45eed6f2-6131-45ed-8ae4-18acce7a5cf8 · outbound

This paper cites Gilbert, Marco Gruteser, Efren Robles, Krishna Sekar, Yong Wei, and Tenghui Zhu.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Gilbert, Marco Gruteser, Efren Robles, Krishna Sekar, Yong Wei, and Tenghui Zhu

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:29.712910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:17.048304Z digest=sha256:cead0942764e2e9d8203b6d6cab5c3be36648fe7365afee069c1dd709fafc6ab

Observation 825e6723-02ac-4033-b322-b4ebcf8820d8 · outbound

This paper cites Patterson, Joseph Gonzalez, Urs Hölzle, Quoc V.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Patterson, Joseph Gonzalez, Urs Hölzle, Quoc V

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:29.571394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:17.233700Z digest=sha256:f8aac25b3acd3048fc10b5db4ef272970758fcd95632344b37df22982553bd94

Observation 56d61ac9-0680-42ae-9a37-e0f7ace87036 · outbound

This paper cites Scaling Language Models: Methods, Analysis & Insights from Training Gopher.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-06T20:49:17.524538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:17.524538Z digest=sha256:4eec504cb249c2d632e9a63eb07987e78e3856b17691b2c3118035074a3e7efa

Observation ec56aa2b-6a7d-4d55-81dc-4dcd6bf9db88 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:29.182370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:17.670318Z digest=sha256:a14d65de9476d0437e583b646e96af868ad4961ea6df005b1070eab1e0d1afa7

Observation ef9d6d2b-7f46-4b57-9356-9e74046eec4c · outbound

This paper cites Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konečný, Sanjiv Kumar, and Hugh Brendan McMahan.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konečný, Sanjiv Kumar, and Hugh Brendan McMahan

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:29.040684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:17.840119Z digest=sha256:7c3edab77d48f5bbd6be34ef6795de6e7f6b6c1df0d539bc22a98645bd13772b

Observation ccb156e1-b52f-49d5-b599-7d127c48c230 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:28.828657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:18.017477Z digest=sha256:c34ec05fddce125be83984666c274bc1af86816051f55034dff30710783f45c6

Observation d56bad47-0926-407b-8ed1-b15843800dd7 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-06T20:49:18.140775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:18.140775Z digest=sha256:b55dc314d0738ec93fc9dcc18397022502f06fbc108e4ea5ef5992ec49c46be3

Observation 3fd32ed4-0229-4264-9295-7b2499d16de1 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:28.448903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:18.307217Z digest=sha256:a87e49874e3c4676ec08f4e7bd674f93b4ec5bd75f2820e5f36aa46b8d6812b8

Observation b4089c73-dd55-438a-b360-70e4b16c95db · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:28.271246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:18.404177Z digest=sha256:721c87ec6bac464a47959c9c20632f1032c7df48a7a491446425c4d4a91ddf17

Observation 68f687ed-0019-4484-a969-f2b4c082223c · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:28.063711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:18.514056Z digest=sha256:62726874f7281ee96af9cca0a6c1c526cca7e29f86308e326760c16967748c05

Observation 62875f7b-bf17-4371-bf11-4572087cd618 · outbound

This paper cites Tell, Yanqing Zhang, William J.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Tell, Yanqing Zhang, William J

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:27.870933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:18.638020Z digest=sha256:31cb878783d06b9df7eeeb2c1a0fae94e97ebd737aad6efbac0fcd593fc07055

Observation 96a18a0b-21ce-4b4f-94f5-14df5e3f121a · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:27.662827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:18.751690Z digest=sha256:7d09fda5d1426c3810f2ff9b841f8b8f795361f30906e08512eb460a63396bbf

Observation a8b24ade-ad13-4b26-8d31-5874a3a4089b · outbound

This paper cites Rachuri, Chenren Xu, and Emmanuel Munguia Tapia.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Rachuri, Chenren Xu, and Emmanuel Munguia Tapia

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:27.466145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:18.880774Z digest=sha256:b77e8be5087c9b10526ae16305d972a2b65b9ab0adfb4a4631355b4a229828fa

Observation 854508b5-9068-4782-bdf3-c3cf02e47158 · outbound

This paper cites In ICML (Proceedings of Machine Learning Research, Vol.

Towards Decentralized and Sustainable Foundation Model Training with the Edge In ICML (Proceedings of Machine Learning Research, Vol

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:28.627100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:18.215792Z digest=sha256:2d323189858d1d3763273e8b306315aa54bd6ecd9aaeded59ff0b3b451e69c86

Observation 7a71ddeb-be95-4512-b3a8-a3ffc1d4375d · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:27.277198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:19.071376Z digest=sha256:1b3f32b9d458ce6835088043e4bb3c94d48c3f5f86890e66ee1091d4b58764b9

Observation 1d917c5b-97eb-4b59-8358-7cc08570bfbe · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:27.099909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:19.195591Z digest=sha256:c62b84d7c40265c64630b8a69fdc3e67e7a386f71627f7236671628c43706404

Observation 717ddff1-fc92-41cc-8198-05ab957924bb · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:26.845570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:19.318526Z digest=sha256:18bfdab86cec324258ce9cdaa18dceccfee50ba730a91977ff60719c821114a4

Observation 1d3f3de0-a3b1-4723-bbd3-362870fc6ec1 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-06T20:49:19.439205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:19.439205Z digest=sha256:8992a27d1dc408dc45073bae4d9fa8128682667be3d29fa697a62e216225a5d7

Observation 6f400a95-9619-4804-a2fd-86e052efab96 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:26.691424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:19.574435Z digest=sha256:89ab1616d16edba0f90f7efc5bd8b160e1283f1c2d80ee4ecf575dd686ba4e2f

Observation e3036737-b4e8-4f60-8de3-c6e2df54f353 · outbound

This paper cites Pietzuch.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Pietzuch

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:26.546849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:19.708060Z digest=sha256:1369096aea27bf93cc5dcd745f43663e06805a989f869806767cc44440044241

Observation 37930e9f-4f5d-4bfa-b971-78056855ddec · outbound

This paper cites Learning to summarize from human feedback.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Learning to summarize from human feedback

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-06T20:49:18.969364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:18.969364Z digest=sha256:7b23cf5849c3e99f937abbc5a0ce07cf747a5ceef895497406d81f19e4a9c94f

Observation cd282c8d-cc5c-4c83-889c-e05708d5c45b · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:26.289542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:19.943136Z digest=sha256:9a8cf73815adeeb207d3c01e0599e9d7d4eb3bf78178426cde2f7107880bc3fb

Observation 28ee7bf4-1e8f-41c0-9215-70346c8ec4fd · outbound

This paper cites Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees

Reference 89

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:49:22.918996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:20.072581Z digest=sha256:1e4438d1c69f401866e04e8e026eda7be93e7478362dfea13a5d2687c688bc84

Observation 25a9c988-13f4-4e8f-8113-4c0cb950c9e1 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:26.126259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:20.216455Z digest=sha256:59a46109558051d44811ae2976fb964bcfeb9349c5f52beecf1852cc388c3429

Observation a9d9bc93-fbe8-4dd9-bf52-39493e645f33 · outbound

This paper cites Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:25.922822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:20.339083Z digest=sha256:645c1d69e9d7fd013597954ff63db09caef085a3956f10e27804acb7557128f8

Observation 1216a33d-c103-447a-8674-ec7f3b67a393 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:25.711883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:20.470262Z digest=sha256:0aa5f9df909c44c1981bebfde94776135365c46e76d18e8a703422f4ffc8b3ad

Observation bfa29d49-d83c-4542-b0ab-c678562cb60a · outbound

This paper cites Lee, Bugra Akyildiz, Maximilian Balandat, Joe Spisak, Ravi Jain, Mike Rabbat, and Kim M.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Lee, Bugra Akyildiz, Maximilian Balandat, Joe Spisak, Ravi Jain, Mike Rabbat, and Kim M

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:49:25.560090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:20.584898Z digest=sha256:9af5424b916ea37278a6ca64819f4a5caec4b641e0f078d922a957d6ad424b06

Observation 4112655e-79f4-4063-8ac6-121c08400454 · outbound

This paper cites ZeRO++: Extremely Efficient Collective Communication for Giant Model Training.

Towards Decentralized and Sustainable Foundation Model Training with the Edge ZeRO++: Extremely Efficient Collective Communication for Giant Model Training

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-06T20:49:19.838142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:19.838142Z digest=sha256:a885f277bcc7dba146b53f0722b25d5ca0245c4d8d30c52ec9e6d41fb31a5de9

Observation d98b8d01-0f08-4149-88fa-b5e7a4ca391a · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:25.372098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:20.882493Z digest=sha256:1095c9890f6a4a47dc802ae3e3876e7ca18a08d3effd8834ed6212626737ef7a

Observation 5e2db4b4-7197-4baa-9666-57f0b2837a84 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:25.174523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:21.038292Z digest=sha256:afcea4c4e58b671302e4e530d81a14bc2b271f72b54186a04511f74662ba7130

Observation 29df5052-d492-41a9-b4dd-e5d708f85a02 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:24.983271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:21.157024Z digest=sha256:b0bfb919dffba475c3c5bc64c8a0efca8ad818db50bf20ac1b8b351bb5807100

Observation 667eb974-43a6-4c01-a38f-8e79399b8e2b · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:24.768437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:21.267228Z digest=sha256:08e58584fb2d23d9f9d27060a468509de5ed2a47ffb9e949ca1e1e1d2424197a

Observation c3fe3b9f-fd40-4723-bc5f-9e7f863ecd73 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:24.583028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:21.430946Z digest=sha256:6bde710457a48d8a49ce4f157092754c7ed2fed6b9d7bd8a2826f8b4adc4f26c

Observation 702afa5a-5fbe-45bf-86c9-2a7c64138343 · outbound

This paper cites an unresolved cited work.

Towards Decentralized and Sustainable Foundation Model Training with the Edge Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:49:24.240412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T20:49:21.779583Z digest=sha256:c7d5b5448eda954e1deda06c596a3af4dbed4f93b82e86d2ce67394d9069da2f

Observation e80fde81-0d04-4592-a78e-d2ad1814f436 · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

Towards Decentralized and Sustainable Foundation Model Training with the Edge DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 101

Resolution
unresolved
no resolver link, observed 2026-08-06T20:49:20.709003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:20.709003Z digest=sha256:fbcba556e7f254af33a58898751a62fcda6d35c6c8b16c14419d37726d15420d

Pith citing papers

No inbound Pith citation observations are available.