Paper Citation Record · LEDGER

Matryoshka Quantization

As of 10 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 5 inbound Pith citation observations for arXiv:2502.06786.

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

pith.paper-citation-record.v1
2502.06786 v3

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:25:16.013604Z

measured 45 of 45 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:50:44.520201Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:00:08.830786Z

Reference resolution

40 of 40 outbound references displayed

verified exact1
verified fuzzy5
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f59fefa-b5f2-47a0-ab3b-2a3bd618e451 · outbound

This paper cites Abdolrashidi, L.

Matryoshka Quantization Abdolrashidi, L

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:25:16.323124Z

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 4fe87d5b-a834-47f8-b187-175e86eaae15 · outbound

This paper cites GPT-4 Technical Report.

Matryoshka Quantization GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.897400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c72570f4-02e7-4521-91a6-ed7307f4cd30 · outbound

This paper cites an unresolved cited work.

Matryoshka Quantization Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T14:25:16.314940Z

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 24793940-0b35-47fb-b996-f6f812486aa0 · outbound

This paper cites FrameQuant: Flexible Low-Bit Quantization for Transformers.

Matryoshka Quantization FrameQuant: Flexible Low-Bit Quantization for Transformers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.904042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ca0d0a-49e6-4146-a630-bf63c92aec18 · outbound

This paper cites QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs.

Matryoshka Quantization QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.907501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6755f630-cc6b-4fc6-b20a-832625dd12ac · outbound

This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.

Matryoshka Quantization Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.910876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1711a1b-40da-4730-bd2a-c55b424c404e · outbound

This paper cites an unresolved cited work.

Matryoshka Quantization Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.914277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e693abd-98f7-4ae1-ac8f-bcfe8cb623c2 · outbound

This paper cites an unresolved cited work.

Matryoshka Quantization Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T14:25:16.306611Z

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 45ea6019-d6bd-4b2e-bd9d-daa707a803e4 · outbound

This paper cites EfficientQAT: Efficient Quantization-Aware Training for Large Language Models.

Matryoshka Quantization EfficientQAT: Efficient Quantization-Aware Training for Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.920068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 822be429-187e-45a6-97b4-f69499995ccd · outbound

This paper cites Clark, K.

Matryoshka Quantization Clark, K

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.923290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 391eb114-ff3d-4a70-87d3-a61a4a0f440c · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Matryoshka Quantization Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.926149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb98747e-3c68-4987-b56f-9e3b32d90f82 · outbound

This paper cites an unresolved cited work.

Matryoshka Quantization Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T14:25:16.293363Z

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 21c392a2-3242-459f-8f07-9fded80063cf · outbound

This paper cites Dettmers, M.

Matryoshka Quantization Dettmers, M

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:25:16.285108Z

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 bc9fbdd4-3c64-4511-a910-cd8490c36a8e · outbound

This paper cites SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression.

Matryoshka Quantization SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.934895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aca09de-bf53-4439-a5b7-7ae59d05ae6e · outbound

This paper cites MatFormer: Nested Transformer for Elastic Inference.

Matryoshka Quantization MatFormer: Nested Transformer for Elastic Inference

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.938019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1b4f2e5-a337-4e0f-8ac3-029d71af5b65 · outbound

This paper cites an unresolved cited work.

Matryoshka Quantization Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.941316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a71f2558-4985-4795-ad56-588260a98f07 · outbound

This paper cites The Llama 3 Herd of Models.

Matryoshka Quantization The Llama 3 Herd of Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.944329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df1d0b8-12b9-40cd-b11c-5711cf07a83c · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

Matryoshka Quantization GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.947071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bfa6b62-3d23-4046-9817-049a1cffa78b · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Matryoshka Quantization Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.950260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8901f06c-5dc6-4d80-9152-54d5b006e202 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Matryoshka Quantization Gemma 2: Improving Open Language Models at a Practical Size

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.953321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f08fd666-9b15-4304-a6ac-f8e7a8302ccb · outbound

This paper cites Jacob, S.

Matryoshka Quantization Jacob, S

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.956552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbfce4da-5fe3-4b46-9865-50c313f2df45 · outbound

This paper cites Mistral 7B.

Matryoshka Quantization Mistral 7B

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.959263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 917f30fe-ff88-458e-a43b-6aafa6de885c · outbound

This paper cites an unresolved cited work.

Matryoshka Quantization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T14:25:16.272099Z

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 5c84e21c-00d7-49e9-8ede-4707d2e5b25f · outbound

This paper cites Kusupati, G.

Matryoshka Quantization Kusupati, G

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:25:16.263483Z

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 bb21cc4b-2603-47b1-867c-9c8a91f2caab · outbound

This paper cites AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration.

Matryoshka Quantization AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.968307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de33fa29-ff1c-4d0a-8817-7217ee358ebd · outbound

This paper cites an unresolved cited work.

Matryoshka Quantization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T14:25:16.254741Z

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 c82b54fd-0b86-4a67-b928-52be19f6ebaa · outbound

This paper cites an unresolved cited work.

Matryoshka Quantization Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.975016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d161cef2-e524-4760-9a5a-e3d2c091e4a2 · outbound

This paper cites SpinQuant: LLM quantization with learned rotations.

Matryoshka Quantization SpinQuant: LLM quantization with learned rotations

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.978043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fb43fd0-c80f-4cfd-8b58-f45f4f5ae4c2 · outbound

This paper cites AffineQuant: Affine Transformation Quantization for Large Language Models.

Matryoshka Quantization AffineQuant: Affine Transformation Quantization for Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.981183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5fc3a40-e805-4382-89fe-6a5cf011dbd1 · outbound

This paper cites CDQuant: Greedy Coordinate Descent for Accurate LLM Quantization.

Matryoshka Quantization CDQuant: Greedy Coordinate Descent for Accurate LLM Quantization

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.984134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dc30667-3431-40a3-9df4-5e0583e08168 · outbound

This paper cites Raffel, N.

Matryoshka Quantization Raffel, N

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.987246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e64ed05-79bd-4a77-8256-bb0fe08d3da7 · outbound

This paper cites Rippel, M.

Matryoshka Quantization Rippel, M

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:25:16.241058Z

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 7caf0d15-b31d-4bbd-ae5d-799fdd0aac46 · outbound

This paper cites Sakaguchi, R.

Matryoshka Quantization Sakaguchi, R

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.992694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ab6e5ff-6db9-49e0-ae93-8e2ad5d61518 · outbound

This paper cites OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models.

Matryoshka Quantization OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:15.995550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0dc3adb-f188-41bb-8b57-4edcab953bd2 · outbound

This paper cites an unresolved cited work.

Matryoshka Quantization Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T14:25:16.232470Z

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 fca51637-8665-4563-bed4-5c64ef897fff · outbound

This paper cites Vaswani, N.

Matryoshka Quantization Vaswani, N

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:25:16.223670Z

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 6ad53270-9eb5-4667-b668-a13ea9bf5c31 · outbound

This paper cites an unresolved cited work.

Matryoshka Quantization Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:16.004323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67929657-0425-4970-a16a-dc5020b66727 · outbound

This paper cites Any-Precision Deep Neural Networks.

Matryoshka Quantization Any-Precision Deep Neural Networks

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-08T14:25:16.114041Z

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 48eb28c6-4bf8-42ef-83a1-3d07cce9a79a · outbound

This paper cites Slimmable Neural Networks.

Matryoshka Quantization Slimmable Neural Networks

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:16.010219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b88d3a-71f5-4e7d-abd4-3eb71b63a6df · outbound

This paper cites Zellers, A.

Matryoshka Quantization Zellers, A

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:16.013604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a840dce4-52de-4097-80eb-c41eb586169b · inbound

Multi-Bitwidth Quantization for LLMs Using Additive Codebooks cites this paper.

Multi-Bitwidth Quantization for LLMs Using Additive Codebooks Matryoshka Quantization

Reference 84

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:48:21.321689Z

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 1800504e-f7ed-42b0-b433-670979dc0636 · inbound

GRINQH: Graded Input-based Quantization Hierarchy for Efficient LLM Generation cites this paper.

GRINQH: Graded Input-based Quantization Hierarchy for Efficient LLM Generation Matryoshka Quantization

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:39:45.474288Z

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 f0103d63-63a9-45f7-ad14-2e55f536d150 · inbound

BitNet Text Embeddings cites this paper.

BitNet Text Embeddings Matryoshka Quantization

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:00:08.833249Z

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 3c6b9b42-9c05-4204-a611-bf7c1b169da2 · inbound

BitNet Text Embeddings cites this paper.

BitNet Text Embeddings Matryoshka Quantization

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T10:15:53.824522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4cb2e1d-6332-494e-ade7-40491c318a59 · inbound

Recurrent Residual Quantization: A Progressive Multi-Precision Representation for LLMs cites this paper.

Recurrent Residual Quantization: A Progressive Multi-Precision Representation for LLMs Matryoshka Quantization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.520201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.