Paper Citation Record · LEDGER

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture

As of 11 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2506.09440.

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

pith.paper-citation-record.v1
2506.09440 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:54:26.433734Z

measured 37 of 37 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 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

37 of 37 outbound references displayed

verified exact1
verified fuzzy1
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d1960218-7be8-4d50-be33-ca5ebbac801c · outbound

This paper cites online" 'onlinestring :=.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:22.997412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d05dd2a5-edfe-4f21-9a25-4a9d8960fe7e · outbound

This paper cites write newline.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:23.061689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77c791d2-a60e-4827-b438-cc5ff5c3e51e · outbound

This paper cites Phi-4 Technical Report.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Phi-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:23.138790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e173030b-2cb5-4a67-a84e-4e86f1a74348 · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T04:54:26.675401Z

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 c283a20a-9c31-4f19-8f4a-64ef1a4fc67a · outbound

This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:23.322343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9db2f1d1-3646-425f-8e91-b19eb8054039 · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:28.439584Z

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 bff54777-d361-4081-bd35-90754809743a · outbound

This paper cites A Survey on Mixture of Experts in Large Language Models.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture A Survey on Mixture of Experts in Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:23.530398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a4456f6-2201-4876-86a7-04085ac85997 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Evaluating Large Language Models Trained on Code

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:23.630412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbec733d-d3fb-4918-86f5-597a695e02f0 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Training Verifiers to Solve Math Word Problems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:23.764716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe02ab7-b60e-440e-a3dd-dab0fe981a34 · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:28.273604Z

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 a709a3fe-a62f-4a91-a2cb-0616d16b64c7 · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.038901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78a08b1d-c9d6-41e5-9900-1292f74989ce · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.198498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0437ff8b-b52b-49ad-ad38-fad67ba0a247 · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.345161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27481c61-8029-4626-9f60-ced87a16705e · outbound

This paper cites The Llama 3 Herd of Models.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture The Llama 3 Herd of Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.445219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 176d693d-9b43-48cc-9cd7-d2676f7b2a56 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Measuring Massive Multitask Language Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.495478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bee7052-0bab-4b8b-8e9c-11273d30d4aa · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Measuring Mathematical Problem Solving With the MATH Dataset

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.594503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 608bb7d3-06df-4877-858f-f301bc0c286b · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:28.100571Z

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 497bf157-0983-4007-af47-5c2fde61d2e2 · outbound

This paper cites Mistral 7B.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Mistral 7B

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.733180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a375a437-6dd1-4c10-a491-3e03fd2ba55e · outbound

This paper cites Mixtral of Experts.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Mixtral of Experts

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.815818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de6c9cf9-25f0-4f67-ba3f-cf020a7f322b · outbound

This paper cites Bag of Tricks for Efficient Text Classification.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Bag of Tricks for Efficient Text Classification

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.908267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29055dc6-88ab-4192-b1d5-577d23d780d7 · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:27.914378Z

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 38b31b8b-d30f-4a1c-acde-9b896657cdba · outbound

This paper cites DataComp-LM: In search of the next generation of training sets for language models.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture DataComp-LM: In search of the next generation of training sets for language models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.054281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2fceb72-c3c9-47ed-ad1d-93589bedc573 · outbound

This paper cites StarCoder: may the source be with you!.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture StarCoder: may the source be with you!

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.105456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 041d7761-56f6-4aac-bcf9-b37fbaa20d19 · outbound

This paper cites Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.205882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6183365f-d0e9-4430-b012-3d9aae0f9b74 · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture StarCoder 2 and The Stack v2: The Next Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.310986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d39ddb0e-46c5-475b-a0de-8483946f8c56 · outbound

This paper cites The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.466243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7190bd3-0a64-4977-bfbb-13bcbc5d5476 · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.561210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cd03c79-7dba-4388-af05-9548fd33218d · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.661353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48e77b93-9cde-4433-977d-0165485b5c91 · outbound

This paper cites Le, Geoffrey E.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Le, Geoffrey E

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.742833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99ee46ad-9ef3-44da-a016-43347e558660 · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.846578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bbedc6f-367a-4a54-aab6-75aceabf224b · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.914156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be0750e3-2d5e-46f7-9de2-639e4b5cd10a · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:27.664115Z

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 34234a0f-eddf-4831-8fd8-7c48b71f12fa · outbound

This paper cites https://github.com/togethercomputer/RedPajama-Data Redpajama: An open source recipe to reproduce llama training dataset [online].

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture https://github.com/togethercomputer/RedPajama-Data Redpajama: An open source recipe to reproduce llama training dataset [online]

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:27.489591Z

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 7e38f49d-4450-4dfb-b8c4-103bb76f842a · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:27.302373Z

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 5ea00957-85e6-4111-9afa-d33b3265181d · outbound

This paper cites Effective Long-Context Scaling of Foundation Models.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Effective Long-Context Scaling of Foundation Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:26.223746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9cb6e0f-b3d7-49d1-bf9d-a460c1b3da58 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Instruction-Following Evaluation for Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:26.335882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 786e529e-232b-4cf7-9d72-f3c3f0df4e07 · outbound

This paper cites an unresolved cited work.

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:27.089925Z

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

No inbound Pith citation observations are available.