Paper Citation Record · LEDGER

Characterization and Mitigation of Training Instabilities in Microscaling Formats

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.

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 2026-08-10T06:31:04.303077+00:00.

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.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.

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.

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.

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.

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.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.

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.

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 2026-08-10T06:31:04.303077+00:00.

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.

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.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.

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 2026-08-10T06:31:04.303077+00:00.