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Paper Citation Record · LEDGER

Towards Decentralized and Sustainable Foundation Model Training with the Edge

As of 18 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 2026-08-18T06:34:40.430872+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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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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no resolver link, observed 2026-08-06T20:49:01.700096Z

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:02.026851Z digest=sha256:1e51fac03e39ddc65726d827cf2eb5631b1abb2c8ade59ac7126fc7ec551fe13

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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no resolver link, observed 2026-08-06T20:49:02.142008Z

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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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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=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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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=sha256:44f74d8acd33f33738e849906155af086bb6724a0c27f80a1b1e13b4940b346c

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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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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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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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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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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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=sha256:3980f0c081172af8b1379b02f4778aed9c342d3e758d43a0f3c28617b89d7162

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=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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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:06.551389Z digest=sha256:83f2c66811db401a844ae3874643f0bff357fbb5ca4f8b7d3ab34327500cfd64

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:06.866208Z digest=sha256:45220d30847e6493f116adac0a118649ae729723e78ebfce6e1f2c84088707ee

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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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:11.594396Z digest=sha256:fde7ec5ee6029da784c00ff984f0a7a18c606af8772fb94baf79e0c573bb7d51

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:11.943695Z digest=sha256:89b978d6e140b1279df8d70a0fd08fb690ccbedbad45f39e4c615256d3808a9a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:13.598041Z digest=sha256:59613a224034bcc4b8cba298c39231e12d10dd9a3fcfa694075dec59994f81e8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:13.722637Z digest=sha256:e5546cf5a742b5c5cde85d0c7c01c641074516ea841916ebc25bd035aa597f40

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:13.942092Z digest=sha256:caab9ebf7870ace4e0528cb0554612e1f4a7501b183c0f429dd1d6ce7c1e7696

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:14.174215Z digest=sha256:f282fdad3d752bd473e846952e86b76b07e08d1fbac1c5e38ef40737875fc60f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:14.300756Z digest=sha256:2beff03ec30cc5e558536647be5cb6723682109a5b1d2932934b32d7997d93d4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:14.675897Z digest=sha256:6e02ad32a91ca71749d8c6e086831f09e558cf0546dff989f46d1ec34e17ba5b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:14.803831Z digest=sha256:fba9e254fc07d359f2e7c54e6c544acdbcd980fca377450502818782c4df9f3b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:14.970629Z digest=sha256:30cbff43b5fbf37bd2ee20f2fe32a40cc6c161f8e26726d5f4810122beaa429d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:15.079344Z digest=sha256:0973d35fa6021877b30a0fb6351051f8521f42ee6852ea03eddd8a229bad396b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:15.334739Z digest=sha256:e107e637796990c679dea1d3eeec8f370b762c43dbb1387ee65516323506ed44

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:15.458189Z digest=sha256:fe3600dbbf372524cf67194fe57672c848a5d47f556c38ed97d97aa82e143b48

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:15.562528Z digest=sha256:3562bf59c4aaf0285dc1bf8fb8a249ee5f185129990aaf24653018c37af6f30b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:15.688081Z digest=sha256:dc17c286b528da69d045964e34bdb9049c3f8bc4551fd5736020b1cf89469217

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:15.859454Z digest=sha256:ce4f0666348c7dfd8cf0103f23e8c8138a565fb2de3b705ad5abaa73ca01e588

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:15.987395Z digest=sha256:85ee8035c8f11a341183707d2a5a7335a1b0dc06745fee946473582c00107cd3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:16.122648Z digest=sha256:40ec243a1ee42ecc683c5b0143985f681ad2790b05052e724e9554ad3cdd06b5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:16.264735Z digest=sha256:937844a6a06a2e61c08d1b6eaed06c0bada73f9af2e6223832195fa38478d9e9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:16.454429Z digest=sha256:e52f5bbc84432b6e13c556ea926335f44bad8dcb08e42e4a0fee3c6cca279a09

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:16.594520Z digest=sha256:29c506dd5c7337befccbc255ebbc7437af95f9b90321456688eb54b919986867

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:16.724621Z digest=sha256:6bbc191ae03b29b741bea1b46513c87f03497b1a14667b41f5ceddb52a602085

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=sha256:6b693f951551ef04c58bd8a33a5c8ae8b9b2e81bcaf2eac9ccf5f5864a691c04

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:16.916923Z digest=sha256:d328359061da4932fabcfe95692a70863aeccbd6d63eed1fb3756c10219ac1ee

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:17.048304Z digest=sha256:f51844335d08ce7ce074fe66b18ce72ff0b865796757032689621c0806a5d6a0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:17.233700Z digest=sha256:2f76fa395163219335b6ac9829a01e39aa6e7dc18b2af3d64d2ed336449dccaa

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:17.670318Z digest=sha256:b2c1461d7c027931c4add0518208266601876a80bdb83886225c046eaaa3175a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:17.840119Z digest=sha256:fb3cbc2f190bb24e142cc8adfa2074c5abec06ed04311a569326c5eac53fbb7b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:18.017477Z digest=sha256:7edc6364fb8e01b725ed3ba3fc908ee35494cd4c98593cc7023847fd6cc48882

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:18.307217Z digest=sha256:dca9ce6b40d34af47d7d9d3e185a34b87b20efcc3ff4f600b6d33cb7dd816d40

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:18.404177Z digest=sha256:eaac803425e6887e553f5db7d3aae7401b91d7f070fb0ece5f8a51f12bbeda02

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:18.514056Z digest=sha256:74ad4519c3e4f21dfe9e86096cbd62a19ab9146bd6c04eb53e6e402aaed106af

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:18.638020Z digest=sha256:e87f27b31ce0764cdd0ae49cfe6ad1748189b823c596d42caf8dec32e759f9e6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:18.751690Z digest=sha256:4df8953ac3e66d399f5a10c868424d1ddda6cb79011a3ea7f15198510c9a6627

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:18.880774Z digest=sha256:ea8a9ef7caa2f58b686bcf2dba65d7684aaba857386c850c1cb026e8fd39fc7a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:18.215792Z digest=sha256:c0cea28974ad4ece9f1a0cdb5dc953ca8266c1b2f8f406c708ae8e25537c0c95

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:19.071376Z digest=sha256:1fcd2c1b5ba0314937a6b783882081b9df41fc2bd29e1fab3c3a6a65da4cb94f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:19.195591Z digest=sha256:4e48a236de6cf8053435abaa18f69bcdaea4e0b0552259ae2332819eb135b83c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:19.318526Z digest=sha256:2e30e75e2d022115ebe1a3787505718e4c43fb83e333a5361f58a4b4ba2b417d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:19.574435Z digest=sha256:933fe3b9c3c5a0161c9716d878a4e8512e6d85482d039c7ac8783a7e251eb817

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:19.708060Z digest=sha256:6ba1ff778c3f363d915d41c6c88ab869af7821be9872ace22f006016d303e282

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:c5b9669b54ce3c9aa6b45e7ca74cf1e6284389a0a70cba9aa7700123e8e32b1b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:19.943136Z digest=sha256:9ada30efba68c9a20dedf0da64c75bcb0b03760270ed64bd21f59abfbc3a96bc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:20.072581Z digest=sha256:617bbeea21fce7045abf2afa2db6c588c030456de9e08d2b095558dc24fe941f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:20.216455Z digest=sha256:db36d124c865d7d1e94450e4f1a3bb3686f026c4dc06f1c1ac54a1875ddf842a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:20.339083Z digest=sha256:265521e8f9a40b746d676e5c59fb06148a6d036410421e466992ea6a570844de

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:20.470262Z digest=sha256:1d1a122984b213d56139787f77c893d2463a04126bfeddaff7d8e77a34ecdd5a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:20.584898Z digest=sha256:051b60efc3072f1d7996ee95dc34934f84f2abdcc9fb4ec79bd8bc6218985be6

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:e2a12403c3f9b44b34e279d93058ce2c9b8061321418b211f81aa18bea963a74

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:20.882493Z digest=sha256:1b2badb52bbe731c3f1115850522429847d1b0b0f5904c4534105368013f6b8d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:21.038292Z digest=sha256:5bcf0b50832016c429e4695f7773a3586fc80b580452ccc8b8f850067a802a2f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:21.157024Z digest=sha256:e4413673c4c54455ea9d780b2b084537d443fa8260fd11bdd97a9e88d4b2826e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:21.267228Z digest=sha256:7365283cdec4627ed6cab8797ba8729456866bb01a5451742d7a5b6e322f5aa6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:21.430946Z digest=sha256:b4430ddb2e586af6453749a8b0c2fdc911ad51510ac6e336ab0ef5d01833a13f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T20:49:21.779583Z digest=sha256:c5d56379868e49fff42c7f91bd353f86d885ef8ec3ca47bad11b82475ad16c47

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.