Pith. sign in

Paper Citation Record · LEDGER

Characterization and Mitigation of Training Instabilities in Microscaling Formats

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 2 inbound Pith citation observations for arXiv:2506.20752.

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

pith.paper-citation-record.v1
2506.20752 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:47:52.291301Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T18:45:23.162011Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T07:03:23.229274Z

Reference resolution

47 of 47 outbound references displayed

  • verified exact0
  • verified fuzzy14
  • unresolved33
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4d5e57a5-33d2-4c06-adea-adcbf60450da · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.775906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:51.373694Z digest=sha256:2c7e6ac175e5469fde42aade918a8dfe40a57962eed76c17786cac54d8d9b2f4

Observation aa789c4a-1435-4b1f-95c8-4b1a359d3c3c · outbound

This paper cites Claude 4 system card.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Claude 4 system card

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.768119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:51.474097Z digest=sha256:878f311b5e551a2b897be558b2142990cea5f4d543ee47fee67e9e6d08be64a2

Observation 65ecfcc5-d7f2-4290-b723-ff47c41ded32 · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.760568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:51.659097Z digest=sha256:e340992b3785e01f7543aace0f86f32cfd9cf766f98216ace9d7e152462a67cd

Observation 7d601040-612c-4bf7-82fb-444c1c6d7747 · outbound

This paper cites Loss-to-Loss Prediction: Scaling Laws for All Datasets.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Loss-to-Loss Prediction: Scaling Laws for All Datasets

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:51.739078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:51.739078Z digest=sha256:962ea58d716369d98a2d67d8f7462675458f14653d00d17e70534d93cdd704eb

Observation 82c1a175-9bc8-45d4-9599-1eea8c28cbec · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.752458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:51.875887Z digest=sha256:f362caca5835f8572a1248c38642a3a3e8a3473b8ea9f2efb23b0f6f1c8da6ba

Observation 091dde1a-7b98-42d2-86f1-7b104998d1be · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.006268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.006268Z digest=sha256:bb8e5c23b68303805913dbaad65a36b61d1130ce1ac17b4cb95f9e9ec7657714

Observation 458afc74-7ba0-4edd-bb5f-0e434ac4b91c · outbound

This paper cites Z., and Talwalkar, A.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Z., and Talwalkar, A

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.740032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.034815Z digest=sha256:2ec54b87390123398bdcabf224295539aee942c06210fca76a709c8db2990889

Observation 9b0436d0-9ea0-4d34-8458-66958def1a76 · outbound

This paper cites A., Cao, C., Cao, K., Castagné, R., Cendrero, J., Currie, L.

Characterization and Mitigation of Training Instabilities in Microscaling Formats A., Cao, C., Cao, K., Castagné, R., Cendrero, J., Currie, L

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.732665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.099964Z digest=sha256:9889945590db92416e3f304b8043714c76663c97605d115d169a03f439ccd489

Observation 03c86a6a-805c-464f-816f-f1e0cf7a3ea9 · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.725393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.198382Z digest=sha256:1c559c076ce5454cfae1756ed8a93b1ee7436938c944403c75ffd01b22882880

Observation 024416f3-38b9-427b-a40e-0d8d2f55dad7 · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.718089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.201528Z digest=sha256:8e549521e3891c3504808f0c7ce7c8bcf1660ad9acb0d3fc98a6b48e24509331

Observation ee160a31-dc0c-42f2-adfb-8beb33782b7c · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.710276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.203854Z digest=sha256:72880e42b77f1932b801a7ee011cdc7242f53fda9ff013a6eb00369d5ec4a564

Observation 1fc3eb20-867f-48c9-b2ac-dc9a0ae171c0 · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.703124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.206098Z digest=sha256:9412903a547ae06bf66694833e7eb3ecb09c132c197fdb11059620889e07c0f8

Observation ec665ed5-07a5-45f4-8796-412f473958bd · outbound

This paper cites F., Mahendran, A., Yu, F., Oliver, A., Huot, F., Bastings, J., Collier, M.

Characterization and Mitigation of Training Instabilities in Microscaling Formats F., Mahendran, A., Yu, F., Oliver, A., Huot, F., Bastings, J., Collier, M

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.695756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.208296Z digest=sha256:a6be6c84c44fee7eca9974cbb0f784749f78bfab60245f2af96e7d27eb1bc94f

Observation cde9c7e6-5552-4e9c-8c77-af1207ffb920 · outbound

This paper cites and Zettlemoyer, L.

Characterization and Mitigation of Training Instabilities in Microscaling Formats and Zettlemoyer, L

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.688498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.210459Z digest=sha256:8871b4d94c1df168502ef156c500004d90acaade69b4b76e353d325d9d921c42

Observation 87602fef-a9ad-4628-a28a-e57900c9ba43 · outbound

This paper cites Scaling FP8 training to trillion-token LLMs.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Scaling FP8 training to trillion-token LLMs

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.213010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.213010Z digest=sha256:cdaf725e5fadd8cdc6b205d8414e75a464bea1ec5cb0159b606a86a8a1a2d355

Observation 6255c346-f326-4941-93eb-2aca0faa2205 · outbound

This paper cites The Llama 3 Herd of Models.

Characterization and Mitigation of Training Instabilities in Microscaling Formats The Llama 3 Herd of Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.215817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.215817Z digest=sha256:253810d2b72ea9621682d8935f524bef95a0d79af899507ba74e1ad49ee83b64

Observation 185eae80-d5ff-47b0-bfbb-77c271ce78c2 · outbound

This paper cites OLMo: Accelerating the Science of Language Models.

Characterization and Mitigation of Training Instabilities in Microscaling Formats OLMo: Accelerating the Science of Language Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.218242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.218242Z digest=sha256:178ba95b164af8e0caccb013ecf07d238dff1b82cdf322af227beeb181d1a615

Observation 23484004-c0c6-42a9-960c-3ca010aaacb5 · outbound

This paper cites Query-Key Normalization for Transformers.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Query-Key Normalization for Transformers

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.220589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.220589Z digest=sha256:f556189b7a2951c202ff1f77b1ccd5c53f40fb727a5e65f56a76ad5380f4f591

Observation b9f69959-8685-4c9a-98ae-52a90912b2e9 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Training Compute-Optimal Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.223280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.223280Z digest=sha256:a8e13e9372abeb20e003fe7206af754ca91c2b6386b93396dca7bf5eec051e94

Observation 9f17f62e-f64a-4e71-a90f-074ac17438af · outbound

This paper cites L., Anthony, Q.

Characterization and Mitigation of Training Instabilities in Microscaling Formats L., Anthony, Q

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.681011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.225851Z digest=sha256:1e670ca8ebfd92e5cafb84e7da0c6a9131e6d70975135d6db4ed3d18e864e0bc

Observation 7cda0c90-032b-4e82-a4c6-c8fb509f0794 · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.673524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.228097Z digest=sha256:51fda3b443f1bcbbf2386097102c724228f5cc2a880c10f1c1bf19424b330d50

Observation 2e59e560-70b3-4d11-ab93-a49e28dff045 · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.666146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.230628Z digest=sha256:ca046be5cd407f73d462b9f376a49c1055141d3e4471e29b5f384ba3a602ea5b

Observation 2fc7e23f-0342-45d9-8426-b278d6011d17 · outbound

This paper cites Scaling Laws for Neural Language Models.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Scaling Laws for Neural Language Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.232767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.232767Z digest=sha256:17945a3caa6bc739fc0f10ff115ad13f57eada9ae4e7daa49846e13da57451e2

Observation 4380e891-2ae2-4b64-a401-36da515700d0 · outbound

This paper cites Scaling Laws for Precision.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Scaling Laws for Precision

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.235193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.235193Z digest=sha256:d9891879ce5f4e33fe05b71188440b6704c1e3c539b34f65b7b98d3898117da5

Observation 768a07b0-34e4-4c1a-984f-488561cc30ec · outbound

This paper cites J., and Lee, D.

Characterization and Mitigation of Training Instabilities in Microscaling Formats J., and Lee, D

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.658632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.237629Z digest=sha256:30b0c93ea3a1242cffbbffe8cc22a2732bd168c0a37f1d4323b998032736323d

Observation 9c856336-88bf-4d05-a3a1-5a0e67d8db68 · outbound

This paper cites DeepSeek-V3 Technical Report.

Characterization and Mitigation of Training Instabilities in Microscaling Formats DeepSeek-V3 Technical Report

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.240399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.240399Z digest=sha256:c9f4564ff8ce1087cf71656ed6b953b60071b6032491b7a82e625e8b689262a9

Observation b96a2094-ae39-42d3-a1e6-f09d46ead5ee · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.243145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.243145Z digest=sha256:f4a955682bc4673bdad768629d3c56821602754ded4d6a654bec86c37af06e10

Observation 73abdbd7-3438-40ec-9df0-2ebd1d5c5952 · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.651025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.245612Z digest=sha256:bbb79e2c2fecbb5f44824f2cb8f74a66f29232baf852dd8c807ea266f889b242

Observation bf42e583-d507-473d-9d50-c3d44dfcb48e · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.643318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.248517Z digest=sha256:3800c711075f905d647e8e0ef06922a551c5d1de272a170790b2687d78f213f2

Observation 3069a478-e7b4-4ec7-bc17-e1f4c3f1d8b1 · outbound

This paper cites FP8 Formats for Deep Learning.

Characterization and Mitigation of Training Instabilities in Microscaling Formats FP8 Formats for Deep Learning

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.250751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.250751Z digest=sha256:3659f46dd776651619e498fed1e37c9a87e103ad071a202b7d3405c8533732d0

Observation b2b12491-2da3-450a-be77-13a7b2d29a2e · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.635347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.253300Z digest=sha256:bb55e477e4e7bd9d2bf2734277912300c4c8d14efb06afac8d24136599625b99

Observation 0d7123d2-9e80-43cf-b8d8-b0faa9601248 · outbound

This paper cites Mx pytorch emulation library.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Mx pytorch emulation library

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.628488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.255451Z digest=sha256:e9d5c3bef5c118c4e3ad23834b4b22e620c175fda90d368447cc3cf5fe6812fb

Observation 2c3332d1-61a9-4f57-9c3a-6ec92eee61fb · outbound

This paper cites S., Narang, S., Poulton, A., Silva, R., Tang, B., Liskovich, D., Xu, P., Zhang, Y., Kambadur, M., Roller, S., and Zhang, S.

Characterization and Mitigation of Training Instabilities in Microscaling Formats S., Narang, S., Poulton, A., Silva, R., Tang, B., Liskovich, D., Xu, P., Zhang, Y., Kambadur, M., Roller, S., and Zhang, S

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.621084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.257917Z digest=sha256:871ac50e9ed29690b208aaee4b0e08e4643791692c50385a363eae71f64dd96a

Observation eab6e055-8823-415b-a581-f8aa259f5fa5 · outbound

This paper cites Nvidia blackwell architecture.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Nvidia blackwell architecture

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.613320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.260113Z digest=sha256:cc51701e59ac10455b1fe9053220a39f2066232c9d29c5b46bfa37e0ea91823d

Observation 75affc44-f2b9-4140-acc9-df36d1d87ce5 · outbound

This paper cites Gpt-4.5 system card.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Gpt-4.5 system card

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.605226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.262455Z digest=sha256:4284b39c89c143f6a477bb3ddf7a812f1a8b82d4f2e8e4de0679a5c38daafbc3

Observation f2ea6853-3d3e-4e80-bfc8-c247008de273 · outbound

This paper cites Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.264775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.264775Z digest=sha256:e3a604921b5eb29af57c152d2ba55a70f5a1a21f0f952afb149e7a19a205ea63

Observation 18a9aeec-c1f6-42af-8e75-63d1a495d27f · outbound

This paper cites B., Lozhkov, A., Mitchell, M., Raffel, C., Werra, L.

Characterization and Mitigation of Training Instabilities in Microscaling Formats B., Lozhkov, A., Mitchell, M., Raffel, C., Werra, L

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.597573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.267368Z digest=sha256:c96f91fd9fe0018e4ad63527a5c570512f2bbf12382ef4d5eeba99032b647d66

Observation 99deb761-27ce-4b56-8c85-c05c49713e72 · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.589811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.269630Z digest=sha256:3eda8411b1df09411a5919896a99eb90f96b85c7195c548ba01178e29be0ef7f

Observation bc6af1a2-d133-4866-81ad-f447763dcaa4 · outbound

This paper cites Microscaling Data Formats for Deep Learning.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Microscaling Data Formats for Deep Learning

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.271930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.271930Z digest=sha256:0187f01553f94109cf398fd50fdcbdf14dd1cb9742cb1830fc9bfd10e6cf1664

Observation 363f3b93-f51d-43f9-807a-c34ad24674ac · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.582641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.274750Z digest=sha256:aba13f177a1583a2fd130e97c2fbfb7f1b74d6d60e121067b4a05d8d47d137cc

Observation 9ac35ebb-9ab5-4c5e-ae53-193b1f30097c · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.574642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.276944Z digest=sha256:40ecc528c0483fd0712a711d64d74b6d2342597c9321665a60f284ecf42cab36

Observation a9597c0d-7cd2-468a-9765-fd31b87c8fbe · outbound

This paper cites Massive Activations in Large Language Models.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Massive Activations in Large Language Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:52.279011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:47:52.279011Z digest=sha256:07b1d24fc4198d90a5ef24f8bf59bb01f46be282aa10db0de29e231271254deb

Observation 75c5d58a-e318-45aa-88e2-10cab4e89480 · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.566004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.281432Z digest=sha256:112e4466fa75a8f3b415b35553f21d0d82d9a3ac3295263b0bd0a97b3a09b538

Observation b001a61d-84eb-4f2b-9f3c-105fb334aafa · outbound

This paper cites J., Xiao, L., Everett, K.

Characterization and Mitigation of Training Instabilities in Microscaling Formats J., Xiao, L., Everett, K

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.558145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.283928Z digest=sha256:36cd3d32ddc561153e41ca48eb1a4eba8b833159349895509be29fb87d3d5d6a

Observation 7ed96c53-7070-44db-a715-369e9ef60db9 · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.549541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.286345Z digest=sha256:9aa0d0599b3428680031351315bbfd8bf359970b7f26ae1ff76adabebe6a32bb

Observation b0c9199f-a26d-46e6-aa41-fd1d8b8055d8 · outbound

This paper cites V., Mihaylov, T., Ott, M., Shleifer, S., Shuster, K., Simig, D., Koura, P.

Characterization and Mitigation of Training Instabilities in Microscaling Formats V., Mihaylov, T., Ott, M., Shleifer, S., Shuster, K., Simig, D., Koura, P

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:52.541731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.289050Z digest=sha256:79e3c2155797b63d06c88d633b584e17482a2f6f9a5b5e7cbcd087425fa7b6c6

Observation 609c4142-08df-4216-ad1c-c7958c704f2d · outbound

This paper cites an unresolved cited work.

Characterization and Mitigation of Training Instabilities in Microscaling Formats Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:47:52.532794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T22:47:52.291301Z digest=sha256:82ed99cd2255bffd0aa5b178a3198989c0687f3cb12f5aab1b32913b94457eb1

Pith citing papers

Observation ded6a708-c11a-47c7-a5ac-091b9e5bdee0 · inbound

Preventing Learning Stagnation in PPO by Scaling to 1 Million Parallel Environments cites this paper.

Preventing Learning Stagnation in PPO by Scaling to 1 Million Parallel Environments Characterization and Mitigation of Training Instabilities in Microscaling Formats

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-02T18:45:23.162011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T18:45:23.162011Z digest=sha256:d05207faf8f6e6e25174eb1601165501e2c3cb68646720a1753d9647a9cc4e7d

Observation 5ada5772-b5d5-4242-ba30-bfbeb3a85398 · inbound

The Thermodynamic Costs of Simple Linear Regression cites this paper.

The Thermodynamic Costs of Simple Linear Regression Characterization and Mitigation of Training Instabilities in Microscaling Formats

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-20T07:03:23.231845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T07:03:21.987679Z digest=sha256:5521359c5ca4467882f7f2bd0e601edb4121a780333976dfbfdc11dda8f1936a