Pith. sign in

Paper Citation Record · LEDGER

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding

As of 18 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2607.05895.

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

pith.paper-citation-record.v1
2607.05895 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-08T21:33:20.705837Z

measured 14 of 14 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

14 of 14 outbound references displayed

  • verified exact9
  • verified fuzzy1
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6e61d629-f140-4678-a412-30cfc67de908 · outbound

This paper cites Dion: Distributed Orthonormalized Updates.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding Dion: Distributed Orthonormalized Updates

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-08T21:35:37.654618Z

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=2026-07-08T21:33:20.705837Z digest=sha256:b09e941b3dfcbaf56f734eab822aaee39df4ccb86c22faee3bf094c0d7d53449

Observation df47f296-04ff-449f-be54-4300aad2afa7 · outbound

This paper cites Scalable Second Order Optimization for Deep Learning.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding Scalable Second Order Optimization for Deep Learning

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-07-08T21:35:37.646250Z

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=2026-07-08T21:33:20.705837Z digest=sha256:6e84f8029e70e20a210398cdbcaf68ebc5062214ed67736f3ea9e057953fd1cb

Observation 82943d8c-eea0-4b23-9d70-919c72525ebb · outbound

This paper cites Practical Efficiency of Muon for Pretraining.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding Practical Efficiency of Muon for Pretraining

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-07-08T21:35:37.636034Z

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=2026-07-08T21:33:20.705837Z digest=sha256:62278bdbbd7e0af06ad573df7e2e9772740d21006e54b0dc58d8bddbf1443871

Observation 5ad5b117-9896-4683-8b71-f970c1d6234f · outbound

This paper cites Normuon: Making muon more efficient and scalable.arXiv preprint arXiv:2510.05491.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding Normuon: Making muon more efficient and scalable.arXiv preprint arXiv:2510.05491

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-07-08T21:35:37.638726Z

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=2026-07-08T21:33:20.705837Z digest=sha256:61a897cdda55b5d728c15c6002db0cf10550d9d4190e05af59bda9b52127ab56

Observation 286fa92a-4180-4ff2-8b61-e59afc8690a6 · outbound

This paper cites TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training

Reference 5

Resolution
metadata mismatch
local_arxiv, observed 2026-07-08T21:35:37.641393Z

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=2026-07-08T21:33:20.705837Z digest=sha256:8ce058b76a69bc7ab9cd1976c349a1e6b844417678177a1d84249704f0a557c0

Observation 34a1f3ab-ec89-48a6-be6a-e5448c4040d1 · outbound

This paper cites Muon is Scalable for LLM Training.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding Muon is Scalable for LLM Training

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-07-08T21:35:37.626709Z

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=2026-07-08T21:33:20.705837Z digest=sha256:1835e7162aa5f742a4635057cb73a45d79b5c55d6a662da264f0badd97baf4f6

Observation b6e2cd8e-7bc8-45ac-aa8f-260bc6fce81c · outbound

This paper cites ZeRO: Memory Optimizations Toward Training Trillion Parameter Models.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding ZeRO: Memory Optimizations Toward Training Trillion Parameter Models

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-07-08T21:35:37.631357Z

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=2026-07-08T21:33:20.705837Z digest=sha256:2104d1929b6bd057398f0cc58920202a4ee1c0c6576999a28f599bed05b1c791

Observation 8afea9ee-df30-476b-8d85-8941f75027c9 · outbound

This paper cites A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale

Reference 8

Resolution
metadata mismatch
local_arxiv, observed 2026-07-08T21:35:37.643914Z

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=2026-07-08T21:33:20.705837Z digest=sha256:0be116921b4368d34936b96b7313fc638e6f72e9e088c6d7ef8079d00348d6ba

Observation fd670547-78e2-427f-8ce7-c96ecacf5890 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-07-08T21:35:37.651958Z

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=2026-07-08T21:33:20.705837Z digest=sha256:1814e23166f6d42d39533e15b15e4bad8e8d86bedad24db9b981fc6e18e29645

Observation 655ef8dd-dcf6-4041-8406-3890fc82f71d · outbound

This paper cites SOAP: Improving and Stabilizing Shampoo using Adam.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding SOAP: Improving and Stabilizing Shampoo using Adam

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-07-08T21:35:37.633712Z

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=2026-07-08T21:33:20.705837Z digest=sha256:a7d3909f69967cb38b414b8722de3a9b0b5bb7002824942967bc7ec401b74387

Observation 633fae91-4564-4fe5-8db0-c71103ad5472 · outbound

This paper cites Canzona: A uni- fied, asynchronous, and load-balanced framework for distributed matrix-based optimizers.arXiv preprint arXiv:2602.06079,.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding Canzona: A uni- fied, asynchronous, and load-balanced framework for distributed matrix-based optimizers.arXiv preprint arXiv:2602.06079,

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-07-08T21:35:37.649615Z

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=2026-07-08T21:33:20.705837Z digest=sha256:c63a4bd47a71844a76503ab8443cbea6bdb04dcbde0e72e7a98cc7ebbc81d866

Observation 3cb85e60-7ba5-400a-912b-41b36b98f7e4 · outbound

This paper cites GSPMD: General and Scalable Parallelization for ML Computation Graphs.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding GSPMD: General and Scalable Parallelization for ML Computation Graphs

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-07-08T21:35:37.624437Z

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=2026-07-08T21:33:20.705837Z digest=sha256:7bb92addd04c2941c6723004f23ca148d7ce4ad67752cc5db653eb5f5b481f8b

Observation c06f2018-f2f9-4390-b7f1-0f098047b75d · outbound

This paper cites PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-07-08T21:35:37.629043Z

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=2026-07-08T21:33:20.705837Z digest=sha256:bc65a883413b7ed022efb21f4c22accd30962ea474f67d834af9d7a1bd4ffab0

Observation 2c123825-af4d-4bf8-9295-9d6646d25031 · outbound

This paper cites H., Haj-Ali, A., Wang, Y ., Yang, J., Zhuo, D., Sen, K., Gonzalez, J.

MatrixFSDP: communication-free matrix optimizers under ZeRO-3 parameter sharding H., Haj-Ali, A., Wang, Y ., Yang, J., Zhuo, D., Sen, K., Gonzalez, J

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T21:35:37.937716Z

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=2026-07-08T21:33:20.705837Z digest=sha256:4cc8522486baf849e82307ab0849f8c2c1de9ea497d9a5c96db2d172dcc696e8

Pith citing papers

No inbound Pith citation observations are available.